Estimates from median or mean method are summarized back to back in this report, for better comparison. The title of each table state which parameter is under comparison, under what simulation setting.
\(\beta_{slope}\)
Outlier, cov = -0.067, var(\(\epsilon\)) = 0.1
| slope |
100 |
5% |
mean |
1.478636 |
-0.0213644 |
0.0476592 |
0.0508945 |
0.0030467 |
NA |
NA |
| slope |
100 |
5% |
median |
1.493034 |
-0.0069664 |
0.0016643 |
0.0374066 |
0.0014478 |
0.940 |
386.1455 |
| slope |
100 |
15% |
mean |
1.418420 |
-0.0815798 |
0.0678541 |
0.0708409 |
0.0116737 |
NA |
NA |
| slope |
100 |
15% |
median |
1.483184 |
-0.0168164 |
0.0013972 |
0.0389499 |
0.0017999 |
0.946 |
239.9270 |
| slope |
100 |
25% |
mean |
1.358998 |
-0.1410019 |
0.0842080 |
0.0864052 |
0.0273474 |
NA |
NA |
| slope |
100 |
25% |
median |
1.473877 |
-0.0261226 |
0.0016899 |
0.0419874 |
0.0024453 |
0.936 |
206.7205 |
| slope |
100 |
30% |
mean |
1.323405 |
-0.1765955 |
0.0917164 |
0.0939308 |
0.0400090 |
NA |
NA |
| slope |
100 |
30% |
median |
1.472418 |
-0.0275819 |
0.0019341 |
0.0459385 |
0.0028711 |
0.932 |
198.5235 |
| slope |
100 |
35% |
mean |
1.294176 |
-0.2058243 |
0.0974749 |
0.0964789 |
0.0516718 |
NA |
NA |
| slope |
100 |
35% |
median |
1.467122 |
-0.0328783 |
0.0019558 |
0.0431216 |
0.0029404 |
0.950 |
193.9230 |
| slope |
200 |
5% |
mean |
1.475261 |
-0.0247386 |
0.0344118 |
0.0337355 |
0.0017501 |
NA |
NA |
| slope |
200 |
5% |
median |
1.495223 |
-0.0047770 |
0.0012289 |
0.0247220 |
0.0006340 |
0.938 |
957.9950 |
| slope |
200 |
15% |
mean |
1.411957 |
-0.0880427 |
0.0490859 |
0.0492933 |
0.0101813 |
NA |
NA |
| slope |
200 |
15% |
median |
1.483844 |
-0.0161556 |
0.0012005 |
0.0273996 |
0.0010117 |
0.926 |
545.6690 |
| slope |
200 |
25% |
mean |
1.349735 |
-0.1502649 |
0.0599010 |
0.0596073 |
0.0261326 |
NA |
NA |
| slope |
200 |
25% |
median |
1.473526 |
-0.0264736 |
0.0012196 |
0.0285456 |
0.0015157 |
0.962 |
443.1290 |
| slope |
200 |
30% |
mean |
1.324903 |
-0.1750974 |
0.0646112 |
0.0616670 |
0.0344619 |
NA |
NA |
| slope |
200 |
30% |
median |
1.473843 |
-0.0261574 |
0.0012153 |
0.0280032 |
0.0014684 |
0.952 |
430.2170 |
| slope |
200 |
35% |
mean |
1.293868 |
-0.2061319 |
0.0692801 |
0.0661017 |
0.0468598 |
NA |
NA |
| slope |
200 |
35% |
median |
1.467770 |
-0.0322297 |
0.0013630 |
0.0303290 |
0.0019586 |
0.958 |
415.5610 |
| slope |
500 |
5% |
mean |
1.472262 |
-0.0277377 |
0.0218205 |
0.0217867 |
0.0012440 |
NA |
NA |
| slope |
500 |
5% |
median |
1.494136 |
-0.0058645 |
0.0007341 |
0.0161115 |
0.0002940 |
0.946 |
3590.1530 |
| slope |
500 |
15% |
mean |
1.410537 |
-0.0894634 |
0.0311796 |
0.0302055 |
0.0089161 |
NA |
NA |
| slope |
500 |
15% |
median |
1.484166 |
-0.0158342 |
0.0006301 |
0.0169414 |
0.0005377 |
0.942 |
1905.7640 |
| slope |
500 |
25% |
mean |
1.351797 |
-0.1482025 |
0.0381612 |
0.0361565 |
0.0232713 |
NA |
NA |
| slope |
500 |
25% |
median |
1.475651 |
-0.0243490 |
0.0008124 |
0.0172836 |
0.0008916 |
0.938 |
1563.6610 |
| slope |
500 |
30% |
mean |
1.320490 |
-0.1795096 |
0.0412370 |
0.0385350 |
0.0337086 |
NA |
NA |
| slope |
500 |
30% |
median |
1.469589 |
-0.0304113 |
0.0009020 |
0.0177169 |
0.0012387 |
0.934 |
1324.9770 |
| slope |
500 |
35% |
mean |
1.287314 |
-0.2126862 |
0.0439249 |
0.0425076 |
0.0470423 |
NA |
NA |
| slope |
500 |
35% |
median |
1.465301 |
-0.0346989 |
0.0009814 |
0.0193072 |
0.0015768 |
0.960 |
1263.4060 |

Outlier, cov = 0, var(\(\epsilon\)) = 0.1
| slope |
100 |
5% |
mean |
1.479549 |
-0.0204510 |
0.0477378 |
0.0545496 |
0.0033939 |
NA |
NA |
| slope |
100 |
5% |
median |
1.491208 |
-0.0087918 |
0.0018653 |
0.0382692 |
0.0015418 |
0.962 |
371.1210 |
| slope |
100 |
15% |
mean |
1.416237 |
-0.0837632 |
0.0690992 |
0.0734965 |
0.0124180 |
NA |
NA |
| slope |
100 |
15% |
median |
1.478369 |
-0.0216305 |
0.0017411 |
0.0405354 |
0.0021110 |
0.958 |
236.4540 |
| slope |
100 |
25% |
mean |
1.361437 |
-0.1385630 |
0.0843487 |
0.0814700 |
0.0258371 |
NA |
NA |
| slope |
100 |
25% |
median |
1.465852 |
-0.0341483 |
0.0017507 |
0.0393759 |
0.0027166 |
0.934 |
204.8030 |
| slope |
100 |
30% |
mean |
1.334550 |
-0.1654503 |
0.0909816 |
0.0923695 |
0.0359059 |
NA |
NA |
| slope |
100 |
30% |
median |
1.461733 |
-0.0382674 |
0.0018632 |
0.0404905 |
0.0031039 |
0.952 |
197.5445 |
| slope |
100 |
35% |
mean |
1.300104 |
-0.1998962 |
0.0972778 |
0.0982342 |
0.0496085 |
NA |
NA |
| slope |
100 |
35% |
median |
1.454774 |
-0.0452260 |
0.0020055 |
0.0472141 |
0.0042746 |
0.952 |
190.7675 |
| slope |
200 |
5% |
mean |
1.474663 |
-0.0253372 |
0.0340815 |
0.0332233 |
0.0017458 |
NA |
NA |
| slope |
200 |
5% |
median |
1.492133 |
-0.0078667 |
0.0012957 |
0.0248597 |
0.0006799 |
0.936 |
859.3760 |
| slope |
200 |
15% |
mean |
1.416877 |
-0.0831228 |
0.0487414 |
0.0494450 |
0.0093542 |
NA |
NA |
| slope |
200 |
15% |
median |
1.481261 |
-0.0187388 |
0.0012505 |
0.0265751 |
0.0010574 |
0.944 |
495.9510 |
| slope |
200 |
25% |
mean |
1.350711 |
-0.1492894 |
0.0597823 |
0.0584591 |
0.0257048 |
NA |
NA |
| slope |
200 |
25% |
median |
1.465516 |
-0.0344843 |
0.0013707 |
0.0288774 |
0.0020231 |
0.948 |
448.1365 |
| slope |
200 |
30% |
mean |
1.325862 |
-0.1741375 |
0.0648763 |
0.0652698 |
0.0345840 |
NA |
NA |
| slope |
200 |
30% |
median |
1.459753 |
-0.0402467 |
0.0014153 |
0.0310223 |
0.0025822 |
0.956 |
435.6665 |
| slope |
200 |
35% |
mean |
1.292389 |
-0.2076110 |
0.0690254 |
0.0646342 |
0.0472799 |
NA |
NA |
| slope |
200 |
35% |
median |
1.453820 |
-0.0461801 |
0.0015517 |
0.0318738 |
0.0031485 |
0.940 |
422.6440 |
| slope |
500 |
5% |
mean |
1.470633 |
-0.0293667 |
0.0218083 |
0.0224334 |
0.0013657 |
NA |
NA |
| slope |
500 |
5% |
median |
1.491536 |
-0.0084642 |
0.0007424 |
0.0168251 |
0.0003547 |
0.958 |
3476.5510 |
| slope |
500 |
15% |
mean |
1.411522 |
-0.0884785 |
0.0310678 |
0.0292611 |
0.0086847 |
NA |
NA |
| slope |
500 |
15% |
median |
1.480251 |
-0.0197488 |
0.0008612 |
0.0171379 |
0.0006837 |
0.948 |
1780.6615 |
| slope |
500 |
25% |
mean |
1.349998 |
-0.1500019 |
0.0381823 |
0.0362199 |
0.0238125 |
NA |
NA |
| slope |
500 |
25% |
median |
1.465547 |
-0.0344532 |
0.0008592 |
0.0183760 |
0.0015247 |
0.940 |
1579.8490 |
| slope |
500 |
30% |
mean |
1.322336 |
-0.1776643 |
0.0411991 |
0.0374535 |
0.0329674 |
NA |
NA |
| slope |
500 |
30% |
median |
1.460763 |
-0.0392367 |
0.0009291 |
0.0180247 |
0.0018644 |
0.940 |
1458.9195 |
| slope |
500 |
35% |
mean |
1.286727 |
-0.2132731 |
0.0438484 |
0.0426368 |
0.0473033 |
NA |
NA |
| slope |
500 |
35% |
median |
1.453199 |
-0.0468006 |
0.0012008 |
0.0201065 |
0.0025946 |
0.948 |
1255.9590 |

Outlier, cov = 0.067, var(\(\epsilon\)) = 0.1
| slope |
100 |
5% |
mean |
1.483454 |
-0.0165462 |
0.0468822 |
0.0489128 |
0.0026662 |
NA |
NA |
| slope |
100 |
5% |
median |
1.491421 |
-0.0085794 |
0.0017686 |
0.0351125 |
0.0013065 |
0.932 |
345.3660 |
| slope |
100 |
15% |
mean |
1.419524 |
-0.0804764 |
0.0676283 |
0.0675537 |
0.0110400 |
NA |
NA |
| slope |
100 |
15% |
median |
1.474854 |
-0.0251459 |
0.0018385 |
0.0357607 |
0.0019111 |
0.966 |
228.0140 |
| slope |
100 |
25% |
mean |
1.354941 |
-0.1450591 |
0.0840503 |
0.0819671 |
0.0277607 |
NA |
NA |
| slope |
100 |
25% |
median |
1.456502 |
-0.0434980 |
0.0018430 |
0.0446848 |
0.0038888 |
0.936 |
205.7540 |
| slope |
100 |
30% |
mean |
1.325966 |
-0.1740341 |
0.0907950 |
0.0894569 |
0.0382904 |
NA |
NA |
| slope |
100 |
30% |
median |
1.451841 |
-0.0481592 |
0.0019181 |
0.0439755 |
0.0042532 |
0.938 |
201.2110 |
| slope |
100 |
35% |
mean |
1.293776 |
-0.2062244 |
0.0977403 |
0.0926103 |
0.0511052 |
NA |
NA |
| slope |
100 |
35% |
median |
1.437904 |
-0.0620963 |
0.0022276 |
0.0475767 |
0.0061195 |
0.936 |
195.5100 |
| slope |
200 |
5% |
mean |
1.472540 |
-0.0274598 |
0.0342571 |
0.0349921 |
0.0019785 |
NA |
NA |
| slope |
200 |
5% |
median |
1.488907 |
-0.0110930 |
0.0013300 |
0.0244489 |
0.0007208 |
0.946 |
836.3670 |
| slope |
200 |
15% |
mean |
1.413500 |
-0.0865001 |
0.0490764 |
0.0495152 |
0.0099340 |
NA |
NA |
| slope |
200 |
15% |
median |
1.474829 |
-0.0251706 |
0.0013818 |
0.0269846 |
0.0013617 |
0.944 |
517.7555 |
| slope |
200 |
25% |
mean |
1.353233 |
-0.1467667 |
0.0600890 |
0.0596651 |
0.0251004 |
NA |
NA |
| slope |
200 |
25% |
median |
1.459500 |
-0.0405002 |
0.0014037 |
0.0293817 |
0.0025036 |
0.934 |
473.8070 |
| slope |
200 |
30% |
mean |
1.323027 |
-0.1769732 |
0.0649095 |
0.0660241 |
0.0356787 |
NA |
NA |
| slope |
200 |
30% |
median |
1.451212 |
-0.0487880 |
0.0013994 |
0.0314493 |
0.0033693 |
0.954 |
455.5420 |
| slope |
200 |
35% |
mean |
1.291398 |
-0.2086016 |
0.0692706 |
0.0665835 |
0.0479480 |
NA |
NA |
| slope |
200 |
35% |
median |
1.443599 |
-0.0564013 |
0.0016255 |
0.0318670 |
0.0041966 |
0.968 |
445.4060 |
| slope |
500 |
5% |
mean |
1.470616 |
-0.0293845 |
0.0217777 |
0.0213198 |
0.0013180 |
NA |
NA |
| slope |
500 |
5% |
median |
1.490828 |
-0.0091720 |
0.0007734 |
0.0157721 |
0.0003329 |
0.934 |
3411.2470 |
| slope |
500 |
15% |
mean |
1.409391 |
-0.0906085 |
0.0311942 |
0.0303853 |
0.0091332 |
NA |
NA |
| slope |
500 |
15% |
median |
1.475450 |
-0.0245500 |
0.0009215 |
0.0163644 |
0.0008705 |
0.950 |
1820.8840 |
| slope |
500 |
25% |
mean |
1.354599 |
-0.1454013 |
0.0381092 |
0.0358881 |
0.0224295 |
NA |
NA |
| slope |
500 |
25% |
median |
1.461115 |
-0.0388849 |
0.0009687 |
0.0176386 |
0.0018232 |
0.920 |
1746.0300 |
| slope |
500 |
30% |
mean |
1.320052 |
-0.1799484 |
0.0413288 |
0.0392125 |
0.0339190 |
NA |
NA |
| slope |
500 |
30% |
median |
1.451444 |
-0.0485562 |
0.0010045 |
0.0180355 |
0.0026830 |
0.946 |
1636.6380 |
| slope |
500 |
35% |
mean |
1.295126 |
-0.2048741 |
0.0440231 |
0.0403197 |
0.0435991 |
NA |
NA |
| slope |
500 |
35% |
median |
1.443186 |
-0.0568136 |
0.0011801 |
0.0189082 |
0.0035853 |
0.944 |
1453.2535 |

Outlier, cov = -0.067, var(\(\epsilon\)) = 0.5
| slope |
100 |
5% |
mean |
1.479908 |
-0.0200923 |
0.0514664 |
0.0534032 |
0.0032556 |
NA |
NA |
| slope |
100 |
5% |
median |
1.496068 |
-0.0039325 |
0.0013601 |
0.0423464 |
0.0018087 |
0.950 |
505.4830 |
| slope |
100 |
15% |
mean |
1.420669 |
-0.0793310 |
0.0712785 |
0.0681165 |
0.0109333 |
NA |
NA |
| slope |
100 |
15% |
median |
1.485858 |
-0.0141415 |
0.0015176 |
0.0437073 |
0.0021103 |
0.942 |
369.5320 |
| slope |
100 |
25% |
mean |
1.352749 |
-0.1472511 |
0.0871723 |
0.0886939 |
0.0295495 |
NA |
NA |
| slope |
100 |
25% |
median |
1.474073 |
-0.0259269 |
0.0017533 |
0.0488429 |
0.0030578 |
0.952 |
335.1160 |
| slope |
100 |
30% |
mean |
1.325764 |
-0.1742356 |
0.0929288 |
0.0924653 |
0.0389079 |
NA |
NA |
| slope |
100 |
30% |
median |
1.474615 |
-0.0253853 |
0.0015827 |
0.0527279 |
0.0034246 |
0.964 |
316.8960 |
| slope |
100 |
35% |
mean |
1.300332 |
-0.1996680 |
0.0993828 |
0.1031847 |
0.0505144 |
NA |
NA |
| slope |
100 |
35% |
median |
1.472871 |
-0.0271288 |
0.0016667 |
0.0552640 |
0.0037901 |
0.958 |
309.0940 |
| slope |
200 |
5% |
mean |
1.473105 |
-0.0268951 |
0.0374406 |
0.0377712 |
0.0021500 |
NA |
NA |
| slope |
200 |
5% |
median |
1.494383 |
-0.0056167 |
0.0009473 |
0.0294833 |
0.0009008 |
0.940 |
1467.5975 |
| slope |
200 |
15% |
mean |
1.412962 |
-0.0870377 |
0.0513844 |
0.0490732 |
0.0099837 |
NA |
NA |
| slope |
200 |
15% |
median |
1.485648 |
-0.0143518 |
0.0010760 |
0.0303118 |
0.0011248 |
0.936 |
840.9160 |
| slope |
200 |
25% |
mean |
1.356060 |
-0.1439399 |
0.0616428 |
0.0587107 |
0.0241656 |
NA |
NA |
| slope |
200 |
25% |
median |
1.479534 |
-0.0204656 |
0.0010761 |
0.0343909 |
0.0016016 |
0.964 |
768.4440 |
| slope |
200 |
30% |
mean |
1.330328 |
-0.1696719 |
0.0665524 |
0.0640232 |
0.0328875 |
NA |
NA |
| slope |
200 |
30% |
median |
1.477484 |
-0.0225156 |
0.0012696 |
0.0352405 |
0.0017488 |
0.966 |
746.7420 |
| slope |
200 |
35% |
mean |
1.300878 |
-0.1991224 |
0.0706125 |
0.0662337 |
0.0440366 |
NA |
NA |
| slope |
200 |
35% |
median |
1.476066 |
-0.0239341 |
0.0014016 |
0.0368930 |
0.0019339 |
0.928 |
711.6945 |
| slope |
500 |
5% |
mean |
1.471243 |
-0.0287566 |
0.0237002 |
0.0225235 |
0.0013343 |
NA |
NA |
| slope |
500 |
5% |
median |
1.493993 |
-0.0060068 |
0.0006763 |
0.0182029 |
0.0003674 |
0.932 |
5902.0095 |
| slope |
500 |
15% |
mean |
1.411747 |
-0.0882533 |
0.0325242 |
0.0310670 |
0.0087538 |
NA |
NA |
| slope |
500 |
15% |
median |
1.485549 |
-0.0144509 |
0.0006971 |
0.0196431 |
0.0005947 |
0.964 |
3203.0805 |
| slope |
500 |
25% |
mean |
1.350472 |
-0.1495285 |
0.0392981 |
0.0376851 |
0.0237790 |
NA |
NA |
| slope |
500 |
25% |
median |
1.477172 |
-0.0228276 |
0.0008145 |
0.0211913 |
0.0009702 |
0.964 |
2432.8335 |
| slope |
500 |
30% |
mean |
1.319419 |
-0.1805806 |
0.0423718 |
0.0418267 |
0.0343588 |
NA |
NA |
| slope |
500 |
30% |
median |
1.473086 |
-0.0269143 |
0.0008972 |
0.0226438 |
0.0012371 |
0.958 |
2271.0920 |
| slope |
500 |
35% |
mean |
1.294909 |
-0.2050906 |
0.0448929 |
0.0427932 |
0.0438934 |
NA |
NA |
| slope |
500 |
35% |
median |
1.471844 |
-0.0281558 |
0.0009559 |
0.0234880 |
0.0013444 |
0.944 |
2210.1800 |

Outlier, cov = 0, var(\(\epsilon\)) = 0.5
| slope |
100 |
5% |
mean |
1.476080 |
-0.0239196 |
0.0525696 |
0.0508861 |
0.0031615 |
NA |
NA |
| slope |
100 |
5% |
median |
1.493469 |
-0.0065309 |
0.0017267 |
0.0382931 |
0.0015090 |
0.948 |
348.6320 |
| slope |
100 |
15% |
mean |
1.418955 |
-0.0810453 |
0.0717529 |
0.0743744 |
0.0120999 |
NA |
NA |
| slope |
100 |
15% |
median |
1.482112 |
-0.0178883 |
0.0016987 |
0.0477747 |
0.0026024 |
0.936 |
285.9655 |
| slope |
100 |
25% |
mean |
1.359102 |
-0.1408976 |
0.0858539 |
0.0836746 |
0.0268536 |
NA |
NA |
| slope |
100 |
25% |
median |
1.468040 |
-0.0319596 |
0.0017607 |
0.0493012 |
0.0034520 |
0.964 |
266.2750 |
| slope |
100 |
30% |
mean |
1.329007 |
-0.1709932 |
0.0931655 |
0.0922328 |
0.0377455 |
NA |
NA |
| slope |
100 |
30% |
median |
1.465998 |
-0.0340022 |
0.0017430 |
0.0533643 |
0.0040039 |
0.950 |
257.9550 |
| slope |
100 |
35% |
mean |
1.298149 |
-0.2018510 |
0.0995256 |
0.0997009 |
0.0506841 |
NA |
NA |
| slope |
100 |
35% |
median |
1.458312 |
-0.0416884 |
0.0019967 |
0.0563602 |
0.0049144 |
0.938 |
248.8920 |
| slope |
200 |
5% |
mean |
1.477000 |
-0.0229999 |
0.0369336 |
0.0369424 |
0.0018937 |
NA |
NA |
| slope |
200 |
5% |
median |
1.494735 |
-0.0052648 |
0.0011944 |
0.0297289 |
0.0009115 |
0.974 |
1039.2110 |
| slope |
200 |
15% |
mean |
1.416068 |
-0.0839321 |
0.0511095 |
0.0503918 |
0.0095839 |
NA |
NA |
| slope |
200 |
15% |
median |
1.481521 |
-0.0184788 |
0.0013145 |
0.0326449 |
0.0014072 |
0.942 |
658.6040 |
| slope |
200 |
25% |
mean |
1.353770 |
-0.1462301 |
0.0615565 |
0.0586348 |
0.0248213 |
NA |
NA |
| slope |
200 |
25% |
median |
1.467348 |
-0.0326519 |
0.0012983 |
0.0332106 |
0.0021691 |
0.936 |
613.2175 |
| slope |
200 |
30% |
mean |
1.320141 |
-0.1798594 |
0.0663544 |
0.0644061 |
0.0364975 |
NA |
NA |
| slope |
200 |
30% |
median |
1.460906 |
-0.0390942 |
0.0014995 |
0.0362589 |
0.0028431 |
0.946 |
598.1870 |
| slope |
200 |
35% |
mean |
1.293616 |
-0.2063841 |
0.0705153 |
0.0690598 |
0.0473636 |
NA |
NA |
| slope |
200 |
35% |
median |
1.457459 |
-0.0425412 |
0.0015445 |
0.0382176 |
0.0032703 |
0.952 |
584.9115 |
| slope |
500 |
5% |
mean |
1.469658 |
-0.0303418 |
0.0238049 |
0.0243307 |
0.0015126 |
NA |
NA |
| slope |
500 |
5% |
median |
1.492533 |
-0.0074673 |
0.0007831 |
0.0197895 |
0.0004474 |
0.952 |
3934.7845 |
| slope |
500 |
15% |
mean |
1.410915 |
-0.0890853 |
0.0326509 |
0.0314286 |
0.0089239 |
NA |
NA |
| slope |
500 |
15% |
median |
1.479832 |
-0.0201677 |
0.0007934 |
0.0196488 |
0.0007928 |
0.942 |
2577.6870 |
| slope |
500 |
25% |
mean |
1.354275 |
-0.1457252 |
0.0393415 |
0.0403194 |
0.0228615 |
NA |
NA |
| slope |
500 |
25% |
median |
1.468829 |
-0.0311711 |
0.0010023 |
0.0217215 |
0.0014435 |
0.948 |
1978.7400 |
| slope |
500 |
30% |
mean |
1.322801 |
-0.1771994 |
0.0422847 |
0.0386746 |
0.0328953 |
NA |
NA |
| slope |
500 |
30% |
median |
1.463570 |
-0.0364300 |
0.0010550 |
0.0220106 |
0.0018116 |
0.950 |
1883.4300 |
| slope |
500 |
35% |
mean |
1.291167 |
-0.2088329 |
0.0450787 |
0.0423951 |
0.0454085 |
NA |
NA |
| slope |
500 |
35% |
median |
1.456762 |
-0.0432381 |
0.0011179 |
0.0226971 |
0.0023847 |
0.946 |
1817.4420 |

Outlier, cov = 0.067, var(\(\epsilon\)) = 0.5
| slope |
100 |
5% |
mean |
1.475669 |
-0.0243306 |
0.0525398 |
0.0502956 |
0.0031216 |
NA |
NA |
| slope |
100 |
5% |
median |
1.492390 |
-0.0076097 |
0.0017515 |
0.0381672 |
0.0015146 |
0.932 |
343.5305 |
| slope |
100 |
15% |
mean |
1.418470 |
-0.0815305 |
0.0717686 |
0.0739294 |
0.0121128 |
NA |
NA |
| slope |
100 |
15% |
median |
1.476509 |
-0.0234912 |
0.0016804 |
0.0481991 |
0.0028750 |
0.944 |
292.0865 |
| slope |
100 |
25% |
mean |
1.358981 |
-0.1410193 |
0.0859387 |
0.0839772 |
0.0269386 |
NA |
NA |
| slope |
100 |
25% |
median |
1.458718 |
-0.0412818 |
0.0018158 |
0.0513178 |
0.0043377 |
0.934 |
275.0310 |
| slope |
100 |
30% |
mean |
1.328029 |
-0.1719711 |
0.0932662 |
0.0918731 |
0.0380147 |
NA |
NA |
| slope |
100 |
30% |
median |
1.456287 |
-0.0437129 |
0.0020471 |
0.0559003 |
0.0050357 |
0.946 |
268.0690 |
| slope |
100 |
35% |
mean |
1.298011 |
-0.2019886 |
0.0996440 |
0.0996272 |
0.0507250 |
NA |
NA |
| slope |
100 |
35% |
median |
1.445448 |
-0.0545515 |
0.0019426 |
0.0578463 |
0.0063221 |
0.948 |
262.7285 |
| slope |
200 |
5% |
mean |
1.476615 |
-0.0233853 |
0.0369311 |
0.0369150 |
0.0019096 |
NA |
NA |
| slope |
200 |
5% |
median |
1.493522 |
-0.0064780 |
0.0012099 |
0.0293685 |
0.0009045 |
0.940 |
989.9405 |
| slope |
200 |
15% |
mean |
1.416200 |
-0.0838003 |
0.0511443 |
0.0504501 |
0.0095677 |
NA |
NA |
| slope |
200 |
15% |
median |
1.477387 |
-0.0226129 |
0.0014353 |
0.0329285 |
0.0015956 |
0.944 |
673.4870 |
| slope |
200 |
25% |
mean |
1.353847 |
-0.1461526 |
0.0615996 |
0.0591168 |
0.0248554 |
NA |
NA |
| slope |
200 |
25% |
median |
1.460248 |
-0.0397524 |
0.0012855 |
0.0340747 |
0.0027413 |
0.930 |
634.3320 |
| slope |
200 |
30% |
mean |
1.319873 |
-0.1801274 |
0.0663992 |
0.0645724 |
0.0366155 |
NA |
NA |
| slope |
200 |
30% |
median |
1.451698 |
-0.0483025 |
0.0017172 |
0.0369845 |
0.0037010 |
0.930 |
613.7190 |
| slope |
200 |
35% |
mean |
1.293310 |
-0.2066903 |
0.0705607 |
0.0691853 |
0.0475075 |
NA |
NA |
| slope |
200 |
35% |
median |
1.446211 |
-0.0537893 |
0.0015665 |
0.0393108 |
0.0044386 |
0.922 |
596.9970 |
| slope |
500 |
5% |
mean |
1.469506 |
-0.0304942 |
0.0238083 |
0.0242285 |
0.0015169 |
NA |
NA |
| slope |
500 |
5% |
median |
1.491156 |
-0.0088435 |
0.0007937 |
0.0193269 |
0.0004517 |
0.948 |
3246.9110 |
| slope |
500 |
15% |
mean |
1.411035 |
-0.0889650 |
0.0326789 |
0.0313785 |
0.0088994 |
NA |
NA |
| slope |
500 |
15% |
median |
1.476573 |
-0.0234275 |
0.0008713 |
0.0199360 |
0.0009463 |
0.946 |
2535.5240 |
| slope |
500 |
25% |
mean |
1.354231 |
-0.1457692 |
0.0393719 |
0.0401981 |
0.0228645 |
NA |
NA |
| slope |
500 |
25% |
median |
1.461600 |
-0.0384002 |
0.0009976 |
0.0218592 |
0.0019524 |
0.952 |
2205.3055 |
| slope |
500 |
30% |
mean |
1.322752 |
-0.1772479 |
0.0423312 |
0.0386440 |
0.0329102 |
NA |
NA |
| slope |
500 |
30% |
median |
1.454033 |
-0.0459675 |
0.0011461 |
0.0224536 |
0.0026172 |
0.946 |
1999.3660 |
| slope |
500 |
35% |
mean |
1.291132 |
-0.2088679 |
0.0451115 |
0.0424167 |
0.0454250 |
NA |
NA |
| slope |
500 |
35% |
median |
1.445469 |
-0.0545313 |
0.0012142 |
0.0236585 |
0.0035334 |
0.952 |
1935.8925 |

Leverage, cov = -0.067, var(\(\epsilon\)) = 0.1
| slope |
100 |
5% |
mean |
1.4386110 |
-0.0613890 |
0.0488232 |
0.0461358 |
0.0058971 |
NA |
NA |
| slope |
100 |
5% |
median |
1.4839535 |
-0.0160465 |
0.0015796 |
0.0365773 |
0.0015954 |
0.938 |
537.2650 |
| slope |
100 |
15% |
mean |
1.2590857 |
-0.2409143 |
0.0728594 |
0.0502228 |
0.0605620 |
NA |
NA |
| slope |
100 |
15% |
median |
1.4634588 |
-0.0365412 |
0.0013973 |
0.0362434 |
0.0026488 |
0.948 |
321.8355 |
| slope |
100 |
25% |
mean |
1.0701018 |
-0.4298982 |
0.0874285 |
0.0507902 |
0.1873921 |
NA |
NA |
| slope |
100 |
25% |
median |
1.4349524 |
-0.0650476 |
0.0014596 |
0.0384920 |
0.0057128 |
0.946 |
279.2440 |
| slope |
100 |
30% |
mean |
0.9870628 |
-0.5129372 |
0.0928182 |
0.0540588 |
0.2660269 |
NA |
NA |
| slope |
100 |
30% |
median |
1.4290825 |
-0.0709175 |
0.0016769 |
0.0384226 |
0.0065056 |
0.938 |
265.4830 |
| slope |
100 |
35% |
mean |
0.8915329 |
-0.6084671 |
0.0967519 |
0.0529186 |
0.3730325 |
NA |
NA |
| slope |
100 |
35% |
median |
1.4117388 |
-0.0882612 |
0.0016915 |
0.0393121 |
0.0093355 |
0.944 |
256.7150 |
| slope |
200 |
5% |
mean |
1.4248522 |
-0.0751478 |
0.0365680 |
0.0304182 |
0.0065725 |
NA |
NA |
| slope |
200 |
5% |
median |
1.4875773 |
-0.0124227 |
0.0011500 |
0.0244714 |
0.0007532 |
0.940 |
1347.4610 |
| slope |
200 |
15% |
mean |
1.2420785 |
-0.2579215 |
0.0530500 |
0.0334443 |
0.0676420 |
NA |
NA |
| slope |
200 |
15% |
median |
1.4661147 |
-0.0338853 |
0.0011153 |
0.0265130 |
0.0018512 |
0.954 |
762.7390 |
| slope |
200 |
25% |
mean |
1.0586005 |
-0.4413995 |
0.0630082 |
0.0355168 |
0.1960950 |
NA |
NA |
| slope |
200 |
25% |
median |
1.4416300 |
-0.0583700 |
0.0012139 |
0.0262291 |
0.0040950 |
0.944 |
624.5875 |
| slope |
200 |
30% |
mean |
0.9702895 |
-0.5297105 |
0.0665573 |
0.0337735 |
0.2817339 |
NA |
NA |
| slope |
200 |
30% |
median |
1.4326639 |
-0.0673361 |
0.0011585 |
0.0262578 |
0.0052236 |
0.946 |
601.7040 |
| slope |
200 |
35% |
mean |
0.8820994 |
-0.6179006 |
0.0691318 |
0.0367360 |
0.3831507 |
NA |
NA |
| slope |
200 |
35% |
median |
1.4230154 |
-0.0769846 |
0.0012824 |
0.0273138 |
0.0066727 |
0.946 |
595.2870 |
| slope |
500 |
5% |
mean |
1.4146811 |
-0.0853189 |
0.0239919 |
0.0179488 |
0.0076015 |
NA |
NA |
| slope |
500 |
5% |
median |
1.4872358 |
-0.0127642 |
0.0007265 |
0.0163351 |
0.0004298 |
0.962 |
5483.0870 |
| slope |
500 |
15% |
mean |
1.2343744 |
-0.2656256 |
0.0340258 |
0.0186921 |
0.0709063 |
NA |
NA |
| slope |
500 |
15% |
median |
1.4685204 |
-0.0314796 |
0.0006931 |
0.0147812 |
0.0012094 |
0.956 |
2798.6070 |
| slope |
500 |
25% |
mean |
1.0548074 |
-0.4451926 |
0.0402240 |
0.0200758 |
0.1985995 |
NA |
NA |
| slope |
500 |
25% |
median |
1.4492637 |
-0.0507363 |
0.0007824 |
0.0164249 |
0.0028440 |
0.944 |
2262.7220 |
| slope |
500 |
30% |
mean |
0.9642165 |
-0.5357835 |
0.0423835 |
0.0206412 |
0.2874900 |
NA |
NA |
| slope |
500 |
30% |
median |
1.4393079 |
-0.0606921 |
0.0008410 |
0.0174871 |
0.0039893 |
0.942 |
1843.9310 |
| slope |
500 |
35% |
mean |
0.8722065 |
-0.6277935 |
0.0441348 |
0.0222178 |
0.3946183 |
NA |
NA |
| slope |
500 |
35% |
median |
1.4263787 |
-0.0736213 |
0.0009117 |
0.0168658 |
0.0057046 |
0.962 |
1709.2960 |

Leverage, cov = 0, var(\(\epsilon\)) = 0.1
| slope |
100 |
5% |
mean |
1.4382753 |
-0.0617247 |
0.0488963 |
0.0451239 |
0.0058461 |
NA |
NA |
| slope |
100 |
5% |
median |
1.4832826 |
-0.0167174 |
0.0016147 |
0.0375985 |
0.0016931 |
0.950 |
500.4200 |
| slope |
100 |
15% |
mean |
1.2589237 |
-0.2410763 |
0.0728488 |
0.0505809 |
0.0606762 |
NA |
NA |
| slope |
100 |
15% |
median |
1.4594503 |
-0.0405497 |
0.0016127 |
0.0371987 |
0.0030280 |
0.954 |
308.5220 |
| slope |
100 |
25% |
mean |
1.0701400 |
-0.4298600 |
0.0874107 |
0.0510100 |
0.1873816 |
NA |
NA |
| slope |
100 |
25% |
median |
1.4269278 |
-0.0730722 |
0.0016028 |
0.0392160 |
0.0068774 |
0.950 |
282.1480 |
| slope |
100 |
30% |
mean |
0.9862178 |
-0.5137822 |
0.0928119 |
0.0541987 |
0.2669097 |
NA |
NA |
| slope |
100 |
30% |
median |
1.4186261 |
-0.0813739 |
0.0016482 |
0.0396471 |
0.0081936 |
0.934 |
273.7840 |
| slope |
100 |
35% |
mean |
0.8915307 |
-0.6084693 |
0.0968020 |
0.0525805 |
0.3729996 |
NA |
NA |
| slope |
100 |
35% |
median |
1.3988841 |
-0.1011159 |
0.0018546 |
0.0400816 |
0.0118310 |
0.958 |
263.3250 |
| slope |
200 |
5% |
mean |
1.4246992 |
-0.0753008 |
0.0365877 |
0.0303309 |
0.0065902 |
NA |
NA |
| slope |
200 |
5% |
median |
1.4870202 |
-0.0129798 |
0.0011071 |
0.0246259 |
0.0007749 |
0.954 |
1284.3700 |
| slope |
200 |
15% |
mean |
1.2424294 |
-0.2575706 |
0.0530581 |
0.0332321 |
0.0674470 |
NA |
NA |
| slope |
200 |
15% |
median |
1.4635310 |
-0.0364690 |
0.0011331 |
0.0268199 |
0.0020493 |
0.940 |
763.0595 |
| slope |
200 |
25% |
mean |
1.0587230 |
-0.4412770 |
0.0630018 |
0.0353878 |
0.1959777 |
NA |
NA |
| slope |
200 |
25% |
median |
1.4343563 |
-0.0656437 |
0.0012727 |
0.0264352 |
0.0050079 |
0.960 |
648.6395 |
| slope |
200 |
30% |
mean |
0.9700078 |
-0.5299922 |
0.0665406 |
0.0339242 |
0.2820426 |
NA |
NA |
| slope |
200 |
30% |
median |
1.4229281 |
-0.0770719 |
0.0013778 |
0.0268260 |
0.0066597 |
0.956 |
638.3405 |
| slope |
200 |
35% |
mean |
0.8819194 |
-0.6180806 |
0.0691482 |
0.0372420 |
0.3834105 |
NA |
NA |
| slope |
200 |
35% |
median |
1.4103399 |
-0.0896601 |
0.0015636 |
0.0283731 |
0.0088440 |
0.948 |
615.7565 |
| slope |
500 |
5% |
mean |
1.4145945 |
-0.0854055 |
0.0239928 |
0.0179916 |
0.0076178 |
NA |
NA |
| slope |
500 |
5% |
median |
1.4864006 |
-0.0135994 |
0.0006909 |
0.0162967 |
0.0004505 |
0.966 |
5154.0890 |
| slope |
500 |
15% |
mean |
1.2346125 |
-0.2653875 |
0.0340193 |
0.0187052 |
0.0707804 |
NA |
NA |
| slope |
500 |
15% |
median |
1.4653141 |
-0.0346859 |
0.0007031 |
0.0147863 |
0.0014217 |
0.948 |
2640.3885 |
| slope |
500 |
25% |
mean |
1.0547736 |
-0.4452264 |
0.0402254 |
0.0200042 |
0.1986267 |
NA |
NA |
| slope |
500 |
25% |
median |
1.4423995 |
-0.0576005 |
0.0008128 |
0.0168776 |
0.0036027 |
0.936 |
2372.0565 |
| slope |
500 |
30% |
mean |
0.9641767 |
-0.5358233 |
0.0423809 |
0.0209885 |
0.2875472 |
NA |
NA |
| slope |
500 |
30% |
median |
1.4298641 |
-0.0701359 |
0.0008686 |
0.0178171 |
0.0052365 |
0.928 |
1924.2415 |
| slope |
500 |
35% |
mean |
0.8722325 |
-0.6277675 |
0.0441445 |
0.0222021 |
0.3945850 |
NA |
NA |
| slope |
500 |
35% |
median |
1.4142789 |
-0.0857211 |
0.0009705 |
0.0174129 |
0.0076513 |
0.944 |
1750.8560 |

Leverage, cov = 0.067, var(\(\epsilon\)) = 0.1
| slope |
100 |
5% |
mean |
1.4383231 |
-0.0616769 |
0.0488880 |
0.0444877 |
0.0057832 |
NA |
NA |
| slope |
100 |
5% |
median |
1.4840848 |
-0.0159152 |
0.0018767 |
0.0357950 |
0.0015346 |
0.950 |
482.3720 |
| slope |
100 |
15% |
mean |
1.2588780 |
-0.2411220 |
0.0728155 |
0.0509812 |
0.0607389 |
NA |
NA |
| slope |
100 |
15% |
median |
1.4578572 |
-0.0421428 |
0.0017667 |
0.0378050 |
0.0032052 |
0.960 |
328.0890 |
| slope |
100 |
25% |
mean |
1.0703990 |
-0.4296010 |
0.0873992 |
0.0511898 |
0.1871774 |
NA |
NA |
| slope |
100 |
25% |
median |
1.4213554 |
-0.0786446 |
0.0017861 |
0.0402837 |
0.0078078 |
0.958 |
294.4010 |
| slope |
100 |
30% |
mean |
0.9854035 |
-0.5145965 |
0.0927894 |
0.0545624 |
0.2677866 |
NA |
NA |
| slope |
100 |
30% |
median |
1.4088593 |
-0.0911407 |
0.0020885 |
0.0419565 |
0.0100670 |
0.962 |
286.5290 |
| slope |
100 |
35% |
mean |
0.8916749 |
-0.6083251 |
0.0968484 |
0.0522480 |
0.3727892 |
NA |
NA |
| slope |
100 |
35% |
median |
1.3895624 |
-0.1104376 |
0.0019277 |
0.0395939 |
0.0137641 |
0.962 |
277.1950 |
| slope |
200 |
5% |
mean |
1.4246708 |
-0.0753292 |
0.0365821 |
0.0302907 |
0.0065920 |
NA |
NA |
| slope |
200 |
5% |
median |
1.4872689 |
-0.0127311 |
0.0012110 |
0.0244638 |
0.0007606 |
0.956 |
1193.2050 |
| slope |
200 |
15% |
mean |
1.2428369 |
-0.2571631 |
0.0530606 |
0.0330587 |
0.0672257 |
NA |
NA |
| slope |
200 |
15% |
median |
1.4624267 |
-0.0375733 |
0.0012711 |
0.0269536 |
0.0021382 |
0.942 |
718.0990 |
| slope |
200 |
25% |
mean |
1.0590115 |
-0.4409885 |
0.0629953 |
0.0352791 |
0.1957155 |
NA |
NA |
| slope |
200 |
25% |
median |
1.4296202 |
-0.0703798 |
0.0014846 |
0.0269211 |
0.0056781 |
0.964 |
639.7730 |
| slope |
200 |
30% |
mean |
0.9697899 |
-0.5302101 |
0.0665215 |
0.0342006 |
0.2822924 |
NA |
NA |
| slope |
200 |
30% |
median |
1.4158593 |
-0.0841407 |
0.0014803 |
0.0277593 |
0.0078502 |
0.952 |
623.5650 |
| slope |
200 |
35% |
mean |
0.8817999 |
-0.6182001 |
0.0691649 |
0.0377098 |
0.3835934 |
NA |
NA |
| slope |
200 |
35% |
median |
1.4014200 |
-0.0985800 |
0.0013782 |
0.0292419 |
0.0105731 |
0.944 |
609.4345 |
| slope |
500 |
5% |
mean |
1.4145803 |
-0.0854197 |
0.0239853 |
0.0180074 |
0.0076208 |
NA |
NA |
| slope |
500 |
5% |
median |
1.4867035 |
-0.0132965 |
0.0006823 |
0.0162396 |
0.0004405 |
0.942 |
4697.5220 |
| slope |
500 |
15% |
mean |
1.2348997 |
-0.2651003 |
0.0340148 |
0.0188158 |
0.0706322 |
NA |
NA |
| slope |
500 |
15% |
median |
1.4641057 |
-0.0358943 |
0.0008247 |
0.0152568 |
0.0015212 |
0.960 |
2544.3520 |
| slope |
500 |
25% |
mean |
1.0547783 |
-0.4452217 |
0.0402249 |
0.0200323 |
0.1986237 |
NA |
NA |
| slope |
500 |
25% |
median |
1.4373343 |
-0.0626657 |
0.0008502 |
0.0165851 |
0.0042021 |
0.958 |
2355.3720 |
| slope |
500 |
30% |
mean |
0.9641275 |
-0.5358725 |
0.0423778 |
0.0213498 |
0.2876151 |
NA |
NA |
| slope |
500 |
30% |
median |
1.4234098 |
-0.0765902 |
0.0008908 |
0.0179040 |
0.0061866 |
0.942 |
2186.5850 |
| slope |
500 |
35% |
mean |
0.8722700 |
-0.6277300 |
0.0441591 |
0.0221524 |
0.3945357 |
NA |
NA |
| slope |
500 |
35% |
median |
1.4057130 |
-0.0942870 |
0.0010610 |
0.0175461 |
0.0091979 |
0.950 |
1857.8630 |

Leverage, cov = -0.067, var(\(\epsilon\)) = 0.5
| slope |
100 |
5% |
mean |
1.4321072 |
-0.0678928 |
0.0571276 |
0.0512926 |
0.0072404 |
NA |
NA |
| slope |
100 |
5% |
median |
1.4849277 |
-0.0150723 |
0.0017020 |
0.0395939 |
0.0017949 |
0.962 |
385.8300 |
| slope |
100 |
15% |
mean |
1.2575477 |
-0.2424523 |
0.0798349 |
0.0592836 |
0.0622977 |
NA |
NA |
| slope |
100 |
15% |
median |
1.4564574 |
-0.0435426 |
0.0015808 |
0.0443396 |
0.0038620 |
0.954 |
291.8050 |
| slope |
100 |
25% |
mean |
1.0678134 |
-0.4321866 |
0.0936620 |
0.0607604 |
0.1904771 |
NA |
NA |
| slope |
100 |
25% |
median |
1.4216331 |
-0.0783669 |
0.0016871 |
0.0442660 |
0.0081008 |
0.952 |
263.0475 |
| slope |
100 |
30% |
mean |
0.9868744 |
-0.5131256 |
0.0989169 |
0.0656218 |
0.2676041 |
NA |
NA |
| slope |
100 |
30% |
median |
1.4173914 |
-0.0826086 |
0.0019003 |
0.0472725 |
0.0090589 |
0.948 |
245.3205 |
| slope |
100 |
35% |
mean |
0.8885979 |
-0.6114021 |
0.1029960 |
0.0623384 |
0.3776986 |
NA |
NA |
| slope |
100 |
35% |
median |
1.3967037 |
-0.1032963 |
0.0020413 |
0.0472743 |
0.0129050 |
0.956 |
236.0255 |
| slope |
200 |
5% |
mean |
1.4231125 |
-0.0768875 |
0.0416619 |
0.0356314 |
0.0071813 |
NA |
NA |
| slope |
200 |
5% |
median |
1.4867040 |
-0.0132960 |
0.0011398 |
0.0288718 |
0.0010104 |
0.934 |
1127.4940 |
| slope |
200 |
15% |
mean |
1.2406113 |
-0.2593887 |
0.0578218 |
0.0412725 |
0.0689859 |
NA |
NA |
| slope |
200 |
15% |
median |
1.4608000 |
-0.0392000 |
0.0011159 |
0.0319285 |
0.0025561 |
0.962 |
676.8290 |
| slope |
200 |
25% |
mean |
1.0566211 |
-0.4433789 |
0.0674996 |
0.0443574 |
0.1985525 |
NA |
NA |
| slope |
200 |
25% |
median |
1.4312955 |
-0.0687045 |
0.0013906 |
0.0317859 |
0.0057306 |
0.932 |
611.7110 |
| slope |
200 |
30% |
mean |
0.9692101 |
-0.5307899 |
0.0708271 |
0.0423670 |
0.2835329 |
NA |
NA |
| slope |
200 |
30% |
median |
1.4229830 |
-0.0770170 |
0.0012978 |
0.0328857 |
0.0070131 |
0.958 |
580.1800 |
| slope |
200 |
35% |
mean |
0.8820050 |
-0.6179950 |
0.0734188 |
0.0442649 |
0.3838772 |
NA |
NA |
| slope |
200 |
35% |
median |
1.4114353 |
-0.0885647 |
0.0013901 |
0.0321862 |
0.0088797 |
0.922 |
566.1200 |
| slope |
500 |
5% |
mean |
1.4139908 |
-0.0860092 |
0.0270305 |
0.0221433 |
0.0078879 |
NA |
NA |
| slope |
500 |
5% |
median |
1.4863399 |
-0.0136601 |
0.0006731 |
0.0190438 |
0.0005493 |
0.946 |
4570.4350 |
| slope |
500 |
15% |
mean |
1.2343670 |
-0.2656330 |
0.0369589 |
0.0239277 |
0.0711334 |
NA |
NA |
| slope |
500 |
15% |
median |
1.4635333 |
-0.0364667 |
0.0007974 |
0.0178463 |
0.0016483 |
0.950 |
2453.5710 |
| slope |
500 |
25% |
mean |
1.0549127 |
-0.4450873 |
0.0430011 |
0.0249926 |
0.1987273 |
NA |
NA |
| slope |
500 |
25% |
median |
1.4418249 |
-0.0581751 |
0.0009532 |
0.0197664 |
0.0037751 |
0.958 |
1856.5120 |
| slope |
500 |
30% |
mean |
0.9638731 |
-0.5361269 |
0.0450899 |
0.0255843 |
0.2880866 |
NA |
NA |
| slope |
500 |
30% |
median |
1.4309544 |
-0.0690456 |
0.0009205 |
0.0210031 |
0.0052084 |
0.940 |
1733.5910 |
| slope |
500 |
35% |
mean |
0.8725216 |
-0.6274784 |
0.0468021 |
0.0266371 |
0.3944387 |
NA |
NA |
| slope |
500 |
35% |
median |
1.4168013 |
-0.0831987 |
0.0009725 |
0.0202815 |
0.0073334 |
0.952 |
1703.1045 |

Leverage, cov = 0, var(\(\epsilon\)) = 0.5
| slope |
100 |
5% |
mean |
1.4317986 |
-0.0682014 |
0.0572082 |
0.0504988 |
0.0072016 |
NA |
NA |
| slope |
100 |
5% |
median |
1.4834837 |
-0.0165163 |
0.0016204 |
0.0393545 |
0.0018216 |
0.946 |
327.5290 |
| slope |
100 |
15% |
mean |
1.2572720 |
-0.2427280 |
0.0798233 |
0.0595802 |
0.0624667 |
NA |
NA |
| slope |
100 |
15% |
median |
1.4513299 |
-0.0486701 |
0.0015068 |
0.0448573 |
0.0043810 |
0.936 |
274.3555 |
| slope |
100 |
25% |
mean |
1.0677770 |
-0.4322230 |
0.0936600 |
0.0608840 |
0.1905236 |
NA |
NA |
| slope |
100 |
25% |
median |
1.4132719 |
-0.0867281 |
0.0018625 |
0.0462119 |
0.0096573 |
0.966 |
256.0610 |
| slope |
100 |
30% |
mean |
0.9859611 |
-0.5140389 |
0.0989010 |
0.0657706 |
0.2685618 |
NA |
NA |
| slope |
100 |
30% |
median |
1.4056121 |
-0.0943879 |
0.0019127 |
0.0479756 |
0.0112107 |
0.942 |
247.8000 |
| slope |
100 |
35% |
mean |
0.8885220 |
-0.6114780 |
0.1030532 |
0.0618440 |
0.3777300 |
NA |
NA |
| slope |
100 |
35% |
median |
1.3827768 |
-0.1172232 |
0.0019404 |
0.0472508 |
0.0159739 |
0.964 |
240.7375 |
| slope |
200 |
5% |
mean |
1.4228656 |
-0.0771344 |
0.0416928 |
0.0356349 |
0.0072196 |
NA |
NA |
| slope |
200 |
5% |
median |
1.4859279 |
-0.0140721 |
0.0011208 |
0.0283585 |
0.0010022 |
0.946 |
993.0810 |
| slope |
200 |
15% |
mean |
1.2408986 |
-0.2591014 |
0.0578341 |
0.0410621 |
0.0688196 |
NA |
NA |
| slope |
200 |
15% |
median |
1.4563308 |
-0.0436692 |
0.0012842 |
0.0320875 |
0.0029366 |
0.954 |
625.8560 |
| slope |
200 |
25% |
mean |
1.0567252 |
-0.4432748 |
0.0674931 |
0.0442222 |
0.1984481 |
NA |
NA |
| slope |
200 |
25% |
median |
1.4224451 |
-0.0775549 |
0.0014026 |
0.0321821 |
0.0070504 |
0.970 |
592.8000 |
| slope |
200 |
30% |
mean |
0.9688880 |
-0.5311120 |
0.0708103 |
0.0423727 |
0.2838754 |
NA |
NA |
| slope |
200 |
30% |
median |
1.4109484 |
-0.0890516 |
0.0014226 |
0.0332015 |
0.0090325 |
0.938 |
585.1450 |
| slope |
200 |
35% |
mean |
0.8817893 |
-0.6182107 |
0.0734556 |
0.0446613 |
0.3841791 |
NA |
NA |
| slope |
200 |
35% |
median |
1.3966545 |
-0.1033455 |
0.0013944 |
0.0339698 |
0.0118342 |
0.962 |
573.9720 |
| slope |
500 |
5% |
mean |
1.4138753 |
-0.0861247 |
0.0270325 |
0.0221390 |
0.0079076 |
NA |
NA |
| slope |
500 |
5% |
median |
1.4860662 |
-0.0139338 |
0.0007612 |
0.0191209 |
0.0005598 |
0.934 |
3443.4580 |
| slope |
500 |
15% |
mean |
1.2345813 |
-0.2654187 |
0.0369517 |
0.0239404 |
0.0710202 |
NA |
NA |
| slope |
500 |
15% |
median |
1.4596222 |
-0.0403778 |
0.0008541 |
0.0175265 |
0.0019375 |
0.936 |
2410.3545 |
| slope |
500 |
25% |
mean |
1.0548616 |
-0.4451384 |
0.0430022 |
0.0249517 |
0.1987708 |
NA |
NA |
| slope |
500 |
25% |
median |
1.4331541 |
-0.0668459 |
0.0009541 |
0.0198460 |
0.0048622 |
0.964 |
1928.4855 |
| slope |
500 |
30% |
mean |
0.9638177 |
-0.5361823 |
0.0450870 |
0.0259117 |
0.2881629 |
NA |
NA |
| slope |
500 |
30% |
median |
1.4194112 |
-0.0805888 |
0.0010248 |
0.0217983 |
0.0069697 |
0.964 |
1769.0275 |
| slope |
500 |
35% |
mean |
0.8725191 |
-0.6274809 |
0.0468140 |
0.0266217 |
0.3944410 |
NA |
NA |
| slope |
500 |
35% |
median |
1.4030615 |
-0.0969385 |
0.0010496 |
0.0205170 |
0.0098180 |
0.948 |
1709.6020 |

Leverage, cov = -0.067, var(\(\epsilon\)) = 0.5
| slope |
100 |
5% |
mean |
1.4316656 |
-0.0683344 |
0.0572445 |
0.0499645 |
0.0071660 |
NA |
NA |
| slope |
100 |
5% |
median |
1.4836225 |
-0.0163775 |
0.0018358 |
0.0379918 |
0.0017116 |
0.958 |
335.4500 |
| slope |
100 |
15% |
mean |
1.2570570 |
-0.2429430 |
0.0797985 |
0.0598601 |
0.0626045 |
NA |
NA |
| slope |
100 |
15% |
median |
1.4473238 |
-0.0526762 |
0.0018055 |
0.0452564 |
0.0048229 |
0.950 |
294.9800 |
| slope |
100 |
25% |
mean |
1.0679288 |
-0.4320712 |
0.0936665 |
0.0609884 |
0.1904051 |
NA |
NA |
| slope |
100 |
25% |
median |
1.4059418 |
-0.0940582 |
0.0018181 |
0.0461868 |
0.0109802 |
0.940 |
277.5330 |
| slope |
100 |
30% |
mean |
0.9850475 |
-0.5149525 |
0.0988728 |
0.0660273 |
0.2695357 |
NA |
NA |
| slope |
100 |
30% |
median |
1.3947247 |
-0.1052753 |
0.0019550 |
0.0495646 |
0.0135395 |
0.942 |
273.0920 |
| slope |
100 |
35% |
mean |
0.8885738 |
-0.6114262 |
0.1031080 |
0.0613449 |
0.3776052 |
NA |
NA |
| slope |
100 |
35% |
median |
1.3687337 |
-0.1312663 |
0.0020980 |
0.0469835 |
0.0194383 |
0.936 |
272.0495 |
| slope |
200 |
5% |
mean |
1.4226756 |
-0.0773244 |
0.0417131 |
0.0356193 |
0.0072478 |
NA |
NA |
| slope |
200 |
5% |
median |
1.4850302 |
-0.0149698 |
0.0012682 |
0.0286632 |
0.0010457 |
0.946 |
1026.6760 |
| slope |
200 |
15% |
mean |
1.2412145 |
-0.2587855 |
0.0578438 |
0.0408481 |
0.0686385 |
NA |
NA |
| slope |
200 |
15% |
median |
1.4537233 |
-0.0462767 |
0.0013841 |
0.0321873 |
0.0031776 |
0.940 |
687.2230 |
| slope |
200 |
25% |
mean |
1.0569412 |
-0.4430588 |
0.0674902 |
0.0441124 |
0.1982470 |
NA |
NA |
| slope |
200 |
25% |
median |
1.4157091 |
-0.0842909 |
0.0014739 |
0.0324485 |
0.0081579 |
0.946 |
633.9470 |
| slope |
200 |
30% |
mean |
0.9686157 |
-0.5313843 |
0.0707929 |
0.0424728 |
0.2841733 |
NA |
NA |
| slope |
200 |
30% |
median |
1.4005415 |
-0.0994585 |
0.0015511 |
0.0333503 |
0.0110042 |
0.952 |
620.4950 |
| slope |
200 |
35% |
mean |
0.8816254 |
-0.6183746 |
0.0734538 |
0.0450269 |
0.3844146 |
NA |
NA |
| slope |
200 |
35% |
median |
1.3857200 |
-0.1142800 |
0.0014610 |
0.0353805 |
0.0143117 |
0.954 |
611.1760 |
| slope |
500 |
5% |
mean |
1.4138016 |
-0.0861984 |
0.0270307 |
0.0221168 |
0.0079193 |
NA |
NA |
| slope |
500 |
5% |
median |
1.4847702 |
-0.0152298 |
0.0007291 |
0.0192006 |
0.0006006 |
0.966 |
3220.2450 |
| slope |
500 |
15% |
mean |
1.2348366 |
-0.2651634 |
0.0369470 |
0.0240160 |
0.0708884 |
NA |
NA |
| slope |
500 |
15% |
median |
1.4569692 |
-0.0430308 |
0.0009347 |
0.0183411 |
0.0021880 |
0.952 |
2558.6240 |
| slope |
500 |
25% |
mean |
1.0548430 |
-0.4451570 |
0.0430020 |
0.0249964 |
0.1987896 |
NA |
NA |
| slope |
500 |
25% |
median |
1.4264201 |
-0.0735799 |
0.0010250 |
0.0200133 |
0.0058145 |
0.952 |
2042.7985 |
| slope |
500 |
30% |
mean |
0.9637480 |
-0.5362520 |
0.0450838 |
0.0262440 |
0.2882550 |
NA |
NA |
| slope |
500 |
30% |
median |
1.4110726 |
-0.0889274 |
0.0011122 |
0.0217857 |
0.0083827 |
0.954 |
1991.4050 |
| slope |
500 |
35% |
mean |
0.8725532 |
-0.6274468 |
0.0468258 |
0.0265966 |
0.3943968 |
NA |
NA |
| slope |
500 |
35% |
median |
1.3922159 |
-0.1077841 |
0.0012198 |
0.0216235 |
0.0120850 |
0.948 |
1830.3635 |

\(var_{slope}\)
Outlier, cov = -0.067, var(\(\epsilon\)) = 0.1
| var slope |
100 |
5% |
mean |
0.1376310 |
0.0376310 |
0.0387920 |
0.1367575 |
0.0201187 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.1001892 |
0.0001892 |
0.0130549 |
0.0725201 |
0.0052592 |
0.918 |
387.4800 |
| var slope |
100 |
15% |
mean |
0.1112263 |
0.0112263 |
0.0823380 |
0.2037112 |
0.0416243 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1115463 |
0.0115463 |
0.0217015 |
0.1140009 |
0.0131295 |
0.944 |
238.5025 |
| var slope |
100 |
25% |
mean |
0.1171566 |
0.0171566 |
0.1273190 |
0.2312686 |
0.0537795 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.1140797 |
0.0140797 |
0.0155733 |
0.0335869 |
0.0013263 |
0.940 |
206.4340 |
| var slope |
100 |
30% |
mean |
0.1341909 |
0.0341909 |
0.1505035 |
0.2518025 |
0.0645735 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.1268806 |
0.0268806 |
0.0192937 |
0.0563387 |
0.0038966 |
0.948 |
198.5685 |
| var slope |
100 |
35% |
mean |
0.1159108 |
0.0159108 |
0.1714400 |
0.2695536 |
0.0729123 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.1333366 |
0.0333366 |
0.0174209 |
0.0373505 |
0.0025064 |
0.930 |
193.3690 |
| var slope |
200 |
5% |
mean |
0.1226946 |
0.0226946 |
0.0273145 |
0.0882345 |
0.0083004 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.0931576 |
-0.0068424 |
0.0115844 |
0.0237667 |
0.0006117 |
0.920 |
950.2055 |
| var slope |
200 |
15% |
mean |
0.1194335 |
0.0194335 |
0.0592441 |
0.1296903 |
0.0171972 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1032970 |
0.0032970 |
0.0161123 |
0.0472276 |
0.0022413 |
0.946 |
543.7690 |
| var slope |
200 |
25% |
mean |
0.1130901 |
0.0130901 |
0.0904345 |
0.1736303 |
0.0303188 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.1120410 |
0.0120410 |
0.0160749 |
0.0409293 |
0.0018202 |
0.940 |
444.1405 |
| var slope |
200 |
30% |
mean |
0.1033198 |
0.0033198 |
0.1058137 |
0.1719058 |
0.0295626 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.1200680 |
0.0200680 |
0.0164911 |
0.0379928 |
0.0018462 |
0.952 |
431.0890 |
| var slope |
200 |
35% |
mean |
0.1153137 |
0.0153137 |
0.1215829 |
0.1916018 |
0.0369458 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.1303941 |
0.0303941 |
0.0192708 |
0.0707235 |
0.0059256 |
0.948 |
415.9980 |
| var slope |
500 |
5% |
mean |
0.1106264 |
0.0106264 |
0.0171717 |
0.0494591 |
0.0025591 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.0991286 |
-0.0008714 |
0.0153912 |
0.0811150 |
0.0065804 |
0.936 |
3582.6580 |
| var slope |
500 |
15% |
mean |
0.1163380 |
0.0163380 |
0.0375457 |
0.0808375 |
0.0068016 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1057355 |
0.0057355 |
0.0180653 |
0.0772202 |
0.0059959 |
0.922 |
1905.7640 |
| var slope |
500 |
25% |
mean |
0.1163866 |
0.0163866 |
0.0575386 |
0.1009090 |
0.0104511 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.1136421 |
0.0136421 |
0.0181212 |
0.0487595 |
0.0025636 |
0.936 |
1578.8640 |
| var slope |
500 |
30% |
mean |
0.1196203 |
0.0196203 |
0.0675281 |
0.1143838 |
0.0134686 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.1152455 |
0.0152455 |
0.0148271 |
0.0271842 |
0.0009714 |
0.942 |
1324.9770 |
| var slope |
500 |
35% |
mean |
0.1102401 |
0.0102401 |
0.0770339 |
0.1150588 |
0.0133434 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.1303533 |
0.0303533 |
0.0208740 |
0.0828813 |
0.0077906 |
0.942 |
1258.3550 |

Outlier, cov = 0, var(\(\epsilon\)) = 0.1
| var slope |
100 |
5% |
mean |
0.1371226 |
0.0371226 |
0.0385722 |
0.1293558 |
0.0181110 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.0987974 |
-0.0012026 |
0.0151247 |
0.0360677 |
0.0013023 |
0.948 |
371.2360 |
| var slope |
100 |
15% |
mean |
0.1294854 |
0.0294854 |
0.0840328 |
0.1913014 |
0.0374656 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1047193 |
0.0047193 |
0.0153312 |
0.0389641 |
0.0015405 |
0.942 |
236.6740 |
| var slope |
100 |
25% |
mean |
0.1201279 |
0.0201279 |
0.1277076 |
0.2329641 |
0.0546774 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.1128030 |
0.0128030 |
0.0159442 |
0.0520784 |
0.0028761 |
0.928 |
204.9625 |
| var slope |
100 |
30% |
mean |
0.1150563 |
0.0150563 |
0.1498362 |
0.2720437 |
0.0742345 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.1204800 |
0.0204800 |
0.0176065 |
0.0488250 |
0.0028033 |
0.932 |
197.5620 |
| var slope |
100 |
35% |
mean |
0.1059205 |
0.0059205 |
0.1716115 |
0.2901021 |
0.0841943 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.1277797 |
0.0277797 |
0.0172106 |
0.0414892 |
0.0024931 |
0.952 |
190.3175 |
| var slope |
200 |
5% |
mean |
0.1124573 |
0.0124573 |
0.0269406 |
0.0867331 |
0.0076778 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.0993371 |
-0.0006629 |
0.0160461 |
0.0789963 |
0.0062409 |
0.942 |
857.8970 |
| var slope |
200 |
15% |
mean |
0.1100035 |
0.0100035 |
0.0588169 |
0.1367038 |
0.0187880 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1051753 |
0.0051753 |
0.0185532 |
0.0731612 |
0.0053793 |
0.930 |
497.0300 |
| var slope |
200 |
25% |
mean |
0.1028809 |
0.0028809 |
0.0903301 |
0.1694281 |
0.0287142 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.1095314 |
0.0095314 |
0.0139139 |
0.0321050 |
0.0011216 |
0.926 |
450.0460 |
| var slope |
200 |
30% |
mean |
0.1156537 |
0.0156537 |
0.1064486 |
0.1908111 |
0.0366539 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.1154659 |
0.0154659 |
0.0148916 |
0.0356556 |
0.0015105 |
0.916 |
436.4085 |
| var slope |
200 |
35% |
mean |
0.0948903 |
-0.0051097 |
0.1214756 |
0.1985018 |
0.0394291 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.1257138 |
0.0257138 |
0.0184707 |
0.0547464 |
0.0036584 |
0.956 |
423.1295 |
| var slope |
500 |
5% |
mean |
0.1090257 |
0.0090257 |
0.0171554 |
0.0511659 |
0.0026994 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.0936964 |
-0.0063036 |
0.0112626 |
0.0222868 |
0.0005364 |
0.966 |
3478.8250 |
| var slope |
500 |
15% |
mean |
0.1073717 |
0.0073717 |
0.0374587 |
0.0817194 |
0.0067324 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1048019 |
0.0048019 |
0.0155892 |
0.0689908 |
0.0047828 |
0.938 |
1782.4520 |
| var slope |
500 |
25% |
mean |
0.1157117 |
0.0157117 |
0.0576616 |
0.1039320 |
0.0110487 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.1106249 |
0.0106249 |
0.0166222 |
0.0518682 |
0.0028032 |
0.940 |
1578.6935 |
| var slope |
500 |
30% |
mean |
0.1138580 |
0.0138580 |
0.0675275 |
0.1104512 |
0.0123915 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.1217726 |
0.0217726 |
0.0227400 |
0.0818421 |
0.0071722 |
0.950 |
1470.1950 |
| var slope |
500 |
35% |
mean |
0.1023954 |
0.0023954 |
0.0770355 |
0.1233307 |
0.0152162 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.1262036 |
0.0262036 |
0.0214576 |
0.0936255 |
0.0094524 |
0.934 |
1256.5730 |

Outlier, cov = 0.067, var(\(\epsilon\)) = 0.1
| var slope |
100 |
5% |
mean |
0.1246409 |
0.0246409 |
0.0377030 |
0.1378369 |
0.0196062 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.0970375 |
-0.0029625 |
0.0135178 |
0.0310885 |
0.0009753 |
0.944 |
344.8865 |
| var slope |
100 |
15% |
mean |
0.0991646 |
-0.0008354 |
0.0822312 |
0.2071599 |
0.0429159 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1022491 |
0.0022491 |
0.0140490 |
0.0366490 |
0.0013482 |
0.938 |
228.6160 |
| var slope |
100 |
25% |
mean |
0.1111305 |
0.0111305 |
0.1276201 |
0.2536652 |
0.0644699 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.1198796 |
0.0198796 |
0.0228947 |
0.0990582 |
0.0102077 |
0.958 |
207.1540 |
| var slope |
100 |
30% |
mean |
0.0941124 |
-0.0058876 |
0.1496683 |
0.2604107 |
0.0678484 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.1228490 |
0.0228490 |
0.0202460 |
0.0745550 |
0.0060805 |
0.936 |
201.2080 |
| var slope |
100 |
35% |
mean |
0.1200595 |
0.0200595 |
0.1723158 |
0.2711306 |
0.0739142 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.1387443 |
0.0387443 |
0.0307234 |
0.2511535 |
0.0645792 |
0.952 |
195.6350 |
| var slope |
200 |
5% |
mean |
0.1186290 |
0.0186290 |
0.0269897 |
0.0896128 |
0.0083775 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.0951047 |
-0.0048953 |
0.0129395 |
0.0278323 |
0.0007986 |
0.938 |
836.3670 |
| var slope |
200 |
15% |
mean |
0.1154791 |
0.0154791 |
0.0594047 |
0.1376352 |
0.0191831 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1006399 |
0.0006399 |
0.0147708 |
0.0366644 |
0.0013447 |
0.936 |
518.7975 |
| var slope |
200 |
25% |
mean |
0.1111780 |
0.0111780 |
0.0909997 |
0.1696335 |
0.0289005 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.1140468 |
0.0140468 |
0.0194095 |
0.0654385 |
0.0044795 |
0.944 |
472.7365 |
| var slope |
200 |
30% |
mean |
0.1185155 |
0.0185155 |
0.1065973 |
0.1895010 |
0.0362534 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.1145529 |
0.0145529 |
0.0156735 |
0.0327115 |
0.0012818 |
0.934 |
456.3510 |
| var slope |
200 |
35% |
mean |
0.1149400 |
0.0149400 |
0.1219204 |
0.2003162 |
0.0403498 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.1352465 |
0.0352465 |
0.0304167 |
0.3271111 |
0.1082440 |
0.926 |
444.6700 |
| var slope |
500 |
5% |
mean |
0.1092382 |
0.0092382 |
0.0170779 |
0.0499621 |
0.0025816 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.0949714 |
-0.0050286 |
0.0126691 |
0.0334973 |
0.0011474 |
0.956 |
3410.5175 |
| var slope |
500 |
15% |
mean |
0.1150265 |
0.0150265 |
0.0376152 |
0.0803102 |
0.0066755 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1029508 |
0.0029508 |
0.0167480 |
0.0693704 |
0.0048210 |
0.922 |
1823.4110 |
| var slope |
500 |
25% |
mean |
0.1095069 |
0.0095069 |
0.0576136 |
0.1012539 |
0.0103427 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.1163287 |
0.0163287 |
0.0237806 |
0.1391757 |
0.0196365 |
0.936 |
1734.8915 |
| var slope |
500 |
30% |
mean |
0.1212941 |
0.0212941 |
0.0678126 |
0.1100866 |
0.0125725 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.1135603 |
0.0135603 |
0.0154061 |
0.0320214 |
0.0012093 |
0.942 |
1636.6380 |
| var slope |
500 |
35% |
mean |
0.1129218 |
0.0129218 |
0.0774914 |
0.1194514 |
0.0144356 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.1225424 |
0.0225424 |
0.0219901 |
0.1098186 |
0.0125683 |
0.918 |
1452.8880 |

Outlier, cov = -0.067, var(\(\epsilon\)) = 0.5
| var slope |
100 |
5% |
mean |
0.1122016 |
0.0122016 |
0.0449037 |
0.1090560 |
0.0120421 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.1001308 |
0.0001308 |
0.0138637 |
0.0348174 |
0.0012123 |
0.922 |
508.5080 |
| var slope |
100 |
15% |
mean |
0.1090820 |
0.0090820 |
0.0907386 |
0.1976793 |
0.0391596 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1148515 |
0.0148515 |
0.0223411 |
0.2363241 |
0.0560696 |
0.950 |
370.3460 |
| var slope |
100 |
25% |
mean |
0.1218766 |
0.0218766 |
0.1361740 |
0.2398178 |
0.0579912 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.1155219 |
0.0155219 |
0.0118703 |
0.0258024 |
0.0009067 |
0.946 |
333.4090 |
| var slope |
100 |
30% |
mean |
0.0959411 |
-0.0040589 |
0.1567945 |
0.2673750 |
0.0715059 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.1770908 |
0.0770908 |
0.0641030 |
0.9997190 |
1.0053811 |
0.942 |
318.5680 |
| var slope |
100 |
35% |
mean |
0.1071729 |
0.0071729 |
0.1787534 |
0.2812095 |
0.0791303 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.1360838 |
0.0360838 |
0.0176969 |
0.0530503 |
0.0041164 |
0.954 |
307.9530 |
| var slope |
200 |
5% |
mean |
0.1163536 |
0.0163536 |
0.0327334 |
0.0811950 |
0.0068601 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.1020952 |
0.0020952 |
0.0159242 |
0.0853039 |
0.0072811 |
0.954 |
1465.6550 |
| var slope |
200 |
15% |
mean |
0.1159003 |
0.0159003 |
0.0652557 |
0.1358595 |
0.0187106 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1034553 |
0.0034553 |
0.0125221 |
0.0386628 |
0.0015068 |
0.960 |
840.7335 |
| var slope |
200 |
25% |
mean |
0.1058875 |
0.0058875 |
0.0960752 |
0.1680947 |
0.0282905 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.1167992 |
0.0167992 |
0.0158923 |
0.0415221 |
0.0020063 |
0.938 |
769.1190 |
| var slope |
200 |
30% |
mean |
0.1181919 |
0.0181919 |
0.1119636 |
0.1825528 |
0.0336565 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.1241118 |
0.0241118 |
0.0165077 |
0.0517422 |
0.0032586 |
0.930 |
746.6440 |
| var slope |
200 |
35% |
mean |
0.0987981 |
-0.0012019 |
0.1269617 |
0.1949478 |
0.0380061 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.1310812 |
0.0310812 |
0.0157045 |
0.0357336 |
0.0022429 |
0.944 |
710.1665 |
| var slope |
500 |
5% |
mean |
0.1090557 |
0.0090557 |
0.0206180 |
0.0510154 |
0.0026846 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.0973468 |
-0.0026532 |
0.0135684 |
0.0436668 |
0.0019138 |
0.950 |
5907.5890 |
| var slope |
500 |
15% |
mean |
0.1117376 |
0.0117376 |
0.0411264 |
0.0853333 |
0.0074195 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1145565 |
0.0145565 |
0.0239535 |
0.2128098 |
0.0454999 |
0.958 |
3204.3100 |
| var slope |
500 |
25% |
mean |
0.1132518 |
0.0132518 |
0.0611734 |
0.1069311 |
0.0116099 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.1170514 |
0.0170514 |
0.0181730 |
0.0721623 |
0.0054981 |
0.924 |
2448.3705 |
| var slope |
500 |
30% |
mean |
0.1220325 |
0.0220325 |
0.0712922 |
0.1127717 |
0.0132029 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.1200978 |
0.0200978 |
0.0142784 |
0.0323574 |
0.0014509 |
0.914 |
2278.9950 |
| var slope |
500 |
35% |
mean |
0.1081371 |
0.0081371 |
0.0806451 |
0.1220391 |
0.0149598 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.1306748 |
0.0306748 |
0.0193887 |
0.0553343 |
0.0040028 |
0.940 |
2210.2465 |

Outlier, cov = 0, var(\(\epsilon\)) = 0.5
| var slope |
100 |
5% |
mean |
0.1267149 |
0.0267149 |
0.0466039 |
0.1233781 |
0.0159358 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.1007714 |
0.0007714 |
0.0154214 |
0.0693595 |
0.0048113 |
0.910 |
348.5660 |
| var slope |
100 |
15% |
mean |
0.1157351 |
0.0157351 |
0.0914946 |
0.2014230 |
0.0408188 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1096919 |
0.0096919 |
0.0185837 |
0.0924272 |
0.0086367 |
0.932 |
286.2920 |
| var slope |
100 |
25% |
mean |
0.0840506 |
-0.0159494 |
0.1344963 |
0.2568809 |
0.0662422 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.1128545 |
0.0128545 |
0.0127588 |
0.0257710 |
0.0008294 |
0.932 |
266.2750 |
| var slope |
100 |
30% |
mean |
0.1036677 |
0.0036677 |
0.1570771 |
0.2575952 |
0.0663687 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.1278010 |
0.0278010 |
0.0204378 |
0.0925986 |
0.0093474 |
0.914 |
258.0500 |
| var slope |
100 |
35% |
mean |
0.1039049 |
0.0039049 |
0.1796589 |
0.2862570 |
0.0819583 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.1312979 |
0.0312979 |
0.0182516 |
0.0642756 |
0.0051109 |
0.938 |
249.1440 |
| var slope |
200 |
5% |
mean |
0.1057108 |
0.0057108 |
0.0321629 |
0.0805203 |
0.0065161 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.1022613 |
0.0022613 |
0.0175990 |
0.0511182 |
0.0026182 |
0.930 |
1038.1680 |
| var slope |
200 |
15% |
mean |
0.1088445 |
0.0088445 |
0.0647967 |
0.1358241 |
0.0185264 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1017729 |
0.0017729 |
0.0129597 |
0.0269370 |
0.0007287 |
0.938 |
654.4240 |
| var slope |
200 |
25% |
mean |
0.0963023 |
-0.0036977 |
0.0961434 |
0.1695118 |
0.0287479 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.1105353 |
0.0105353 |
0.0138166 |
0.0331976 |
0.0012131 |
0.930 |
612.7740 |
| var slope |
200 |
30% |
mean |
0.1033118 |
0.0033118 |
0.1118885 |
0.2003033 |
0.0401324 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.1204433 |
0.0204433 |
0.0160732 |
0.0428769 |
0.0022564 |
0.940 |
597.4665 |
| var slope |
200 |
35% |
mean |
0.0963309 |
-0.0036691 |
0.1268731 |
0.1939239 |
0.0376199 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.1282140 |
0.0282140 |
0.0182570 |
0.0666887 |
0.0052434 |
0.942 |
586.8490 |
| var slope |
500 |
5% |
mean |
0.1115640 |
0.0115640 |
0.0207648 |
0.0492220 |
0.0025565 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.0986768 |
-0.0013232 |
0.0158389 |
0.0847739 |
0.0071884 |
0.918 |
3916.0580 |
| var slope |
500 |
15% |
mean |
0.1170289 |
0.0170289 |
0.0413487 |
0.0876473 |
0.0079720 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1013746 |
0.0013746 |
0.0136512 |
0.0344464 |
0.0011884 |
0.940 |
2574.3105 |
| var slope |
500 |
25% |
mean |
0.1175661 |
0.0175661 |
0.0612782 |
0.1057898 |
0.0115001 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.1117804 |
0.0117804 |
0.0171758 |
0.0899354 |
0.0082272 |
0.936 |
1976.9825 |
| var slope |
500 |
30% |
mean |
0.1136981 |
0.0136981 |
0.0711690 |
0.1080084 |
0.0118535 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.1160634 |
0.0160634 |
0.0150887 |
0.0336322 |
0.0013892 |
0.944 |
1884.5035 |
| var slope |
500 |
35% |
mean |
0.1186939 |
0.0186939 |
0.0810837 |
0.1227329 |
0.0154128 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.1253933 |
0.0253933 |
0.0184123 |
0.0635592 |
0.0046846 |
0.926 |
1818.9650 |

Outlier, cov = 0.067, var(\(\epsilon\)) = 0.5
| var slope |
100 |
5% |
mean |
0.1248388 |
0.0248388 |
0.0465788 |
0.1256570 |
0.0164066 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.1018314 |
0.0018314 |
0.0146669 |
0.0795510 |
0.0063317 |
0.934 |
341.2630 |
| var slope |
100 |
15% |
mean |
0.1143254 |
0.0143254 |
0.0915872 |
0.2037606 |
0.0417236 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1141034 |
0.0141034 |
0.0215406 |
0.1307960 |
0.0173065 |
0.938 |
292.1080 |
| var slope |
100 |
25% |
mean |
0.0838360 |
-0.0161640 |
0.1348270 |
0.2593744 |
0.0675364 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.1144393 |
0.0144393 |
0.0159918 |
0.0497865 |
0.0026872 |
0.956 |
275.0790 |
| var slope |
100 |
30% |
mean |
0.1038089 |
0.0038089 |
0.1574897 |
0.2598529 |
0.0675380 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.1182856 |
0.0182856 |
0.0151401 |
0.0372161 |
0.0017194 |
0.942 |
268.2980 |
| var slope |
100 |
35% |
mean |
0.1039545 |
0.0039545 |
0.1801941 |
0.2886740 |
0.0833483 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.1251167 |
0.0251167 |
0.0158891 |
0.0463449 |
0.0027787 |
0.954 |
263.1280 |
| var slope |
200 |
5% |
mean |
0.1045764 |
0.0045764 |
0.0321589 |
0.0823078 |
0.0067955 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.1005610 |
0.0005610 |
0.0153560 |
0.0680836 |
0.0046357 |
0.948 |
993.3295 |
| var slope |
200 |
15% |
mean |
0.1083181 |
0.0083181 |
0.0649043 |
0.1372771 |
0.0189142 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1008336 |
0.0008336 |
0.0125802 |
0.0289196 |
0.0008370 |
0.950 |
674.0200 |
| var slope |
200 |
25% |
mean |
0.0954981 |
-0.0045019 |
0.0963433 |
0.1715037 |
0.0294338 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.1098982 |
0.0098982 |
0.0141170 |
0.0390506 |
0.0016229 |
0.944 |
633.6970 |
| var slope |
200 |
30% |
mean |
0.1025741 |
0.0025741 |
0.1121256 |
0.2018973 |
0.0407691 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.1217362 |
0.0217362 |
0.0192427 |
0.0795693 |
0.0068037 |
0.938 |
613.3530 |
| var slope |
200 |
35% |
mean |
0.0952626 |
-0.0047374 |
0.1271588 |
0.1955586 |
0.0382656 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.1227053 |
0.0227053 |
0.0162697 |
0.0502590 |
0.0030415 |
0.960 |
596.7935 |
| var slope |
500 |
5% |
mean |
0.1110716 |
0.0110716 |
0.0207606 |
0.0495601 |
0.0025788 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.0954986 |
-0.0045014 |
0.0123607 |
0.0347585 |
0.0012284 |
0.916 |
3233.4505 |
| var slope |
500 |
15% |
mean |
0.1169689 |
0.0169689 |
0.0414241 |
0.0883506 |
0.0080938 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1026860 |
0.0026860 |
0.0150094 |
0.0390652 |
0.0015333 |
0.938 |
2533.5180 |
| var slope |
500 |
25% |
mean |
0.1174704 |
0.0174704 |
0.0614027 |
0.1068492 |
0.0117220 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.1094199 |
0.0094199 |
0.0146012 |
0.0375650 |
0.0014999 |
0.926 |
2240.4570 |
| var slope |
500 |
30% |
mean |
0.1141474 |
0.0141474 |
0.0713525 |
0.1087436 |
0.0120253 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.1135361 |
0.0135361 |
0.0146230 |
0.0352154 |
0.0014234 |
0.938 |
2001.1430 |
| var slope |
500 |
35% |
mean |
0.1182009 |
0.0182009 |
0.0812672 |
0.1235975 |
0.0156076 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.1233674 |
0.0233674 |
0.0189347 |
0.0525278 |
0.0033052 |
0.930 |
1939.9730 |

Leverage, cov = -0.067, var(\(\epsilon\)) = 0.1
| var slope |
100 |
5% |
mean |
0.1663934 |
0.0663934 |
0.0393177 |
0.0808548 |
0.0109456 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.1071129 |
0.0071129 |
0.0175176 |
0.0712422 |
0.0051260 |
0.924 |
536.6230 |
| var slope |
100 |
15% |
mean |
0.2940384 |
0.1940384 |
0.0839626 |
0.0871981 |
0.0452544 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1503944 |
0.0503944 |
0.0206854 |
0.0729945 |
0.0078678 |
0.924 |
322.3360 |
| var slope |
100 |
25% |
mean |
0.3680267 |
0.2680267 |
0.1200490 |
0.0942454 |
0.0807205 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.2594465 |
0.1594465 |
0.0441232 |
0.1399439 |
0.0450075 |
0.950 |
279.6420 |
| var slope |
100 |
30% |
mean |
0.3900891 |
0.2900891 |
0.1355348 |
0.1032811 |
0.0948187 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.3123133 |
0.2123133 |
0.0419587 |
0.1687583 |
0.0735563 |
0.920 |
265.8985 |
| var slope |
100 |
35% |
mean |
0.3865269 |
0.2865269 |
0.1479369 |
0.1085657 |
0.0938842 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.4168843 |
0.3168843 |
0.0777681 |
0.5714207 |
0.4269373 |
0.948 |
256.4565 |
| var slope |
200 |
5% |
mean |
0.1753446 |
0.0753446 |
0.0297889 |
0.0484305 |
0.0080223 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.1229727 |
0.0229727 |
0.0337409 |
0.4130413 |
0.1711308 |
0.952 |
1350.7370 |
| var slope |
200 |
15% |
mean |
0.3133545 |
0.2133545 |
0.0620286 |
0.0619999 |
0.0493641 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1569668 |
0.0569668 |
0.0240635 |
0.0856534 |
0.0105817 |
0.922 |
762.7390 |
| var slope |
200 |
25% |
mean |
0.3882645 |
0.2882645 |
0.0875012 |
0.0721055 |
0.0882956 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.2582242 |
0.1582242 |
0.0374757 |
0.1208354 |
0.0396361 |
0.938 |
622.9270 |
| var slope |
200 |
30% |
mean |
0.4046828 |
0.3046828 |
0.0978657 |
0.0741393 |
0.0983283 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.3281452 |
0.2281452 |
0.0513595 |
0.2035500 |
0.0934829 |
0.942 |
602.8000 |
| var slope |
200 |
35% |
mean |
0.3975372 |
0.2975372 |
0.1062149 |
0.0773290 |
0.0945081 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.3994817 |
0.2994817 |
0.0565536 |
0.1520161 |
0.1127982 |
0.938 |
595.5510 |
| var slope |
500 |
5% |
mean |
0.1860180 |
0.0860180 |
0.0199053 |
0.0286581 |
0.0082204 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.1016253 |
0.0016253 |
0.0124666 |
0.0371441 |
0.0013823 |
0.934 |
5469.8710 |
| var slope |
500 |
15% |
mean |
0.3208496 |
0.2208496 |
0.0400713 |
0.0371414 |
0.0501540 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1474591 |
0.0474591 |
0.0165757 |
0.0348691 |
0.0034682 |
0.950 |
2795.5340 |
| var slope |
500 |
25% |
mean |
0.3984594 |
0.2984594 |
0.0560930 |
0.0420661 |
0.0908475 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.2563836 |
0.1563836 |
0.0392002 |
0.1663364 |
0.0521236 |
0.946 |
2243.3070 |
| var slope |
500 |
30% |
mean |
0.4103347 |
0.3103347 |
0.0625383 |
0.0436708 |
0.0982148 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.3183189 |
0.2183189 |
0.0464972 |
0.1448507 |
0.0686449 |
0.942 |
1845.3670 |
| var slope |
500 |
35% |
mean |
0.4097639 |
0.3097639 |
0.0682011 |
0.0447162 |
0.0979532 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.3997071 |
0.2997071 |
0.0540293 |
0.2009952 |
0.1302234 |
0.932 |
1706.2650 |

Leverage, cov = 0, var(\(\epsilon\)) = 0.1
| var slope |
100 |
5% |
mean |
0.1661872 |
0.0661872 |
0.0392126 |
0.0829213 |
0.0112567 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.1004721 |
0.0004721 |
0.0118710 |
0.0237130 |
0.0005625 |
0.936 |
499.4365 |
| var slope |
100 |
15% |
mean |
0.2928858 |
0.1928858 |
0.0838009 |
0.0881188 |
0.0449698 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1514297 |
0.0514297 |
0.0228253 |
0.0925338 |
0.0112075 |
0.950 |
308.8670 |
| var slope |
100 |
25% |
mean |
0.3673043 |
0.2673043 |
0.1198723 |
0.0941718 |
0.0803199 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.2443808 |
0.1443808 |
0.0355913 |
0.1310658 |
0.0380241 |
0.958 |
281.7190 |
| var slope |
100 |
30% |
mean |
0.3894222 |
0.2894222 |
0.1354143 |
0.1035113 |
0.0944798 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.3116296 |
0.2116296 |
0.0463981 |
0.1950547 |
0.0828334 |
0.932 |
273.4710 |
| var slope |
100 |
35% |
mean |
0.3870437 |
0.2870437 |
0.1479392 |
0.1082546 |
0.0941132 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.3657814 |
0.2657814 |
0.0454147 |
0.1612328 |
0.0966358 |
0.940 |
262.7530 |
| var slope |
200 |
5% |
mean |
0.1753183 |
0.0753183 |
0.0296868 |
0.0503278 |
0.0082057 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.1038242 |
0.0038242 |
0.0164011 |
0.0579058 |
0.0033677 |
0.940 |
1280.2460 |
| var slope |
200 |
15% |
mean |
0.3133501 |
0.2133501 |
0.0619269 |
0.0624158 |
0.0494140 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1544274 |
0.0544274 |
0.0239782 |
0.1648498 |
0.0301378 |
0.942 |
760.8210 |
| var slope |
200 |
25% |
mean |
0.3880183 |
0.2880183 |
0.0873829 |
0.0717129 |
0.0880973 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.2537879 |
0.1537879 |
0.0372621 |
0.1795800 |
0.0558997 |
0.954 |
648.5790 |
| var slope |
200 |
30% |
mean |
0.4040959 |
0.3040959 |
0.0977336 |
0.0740547 |
0.0979584 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.3059678 |
0.2059678 |
0.0407282 |
0.1165468 |
0.0560059 |
0.944 |
638.0235 |
| var slope |
200 |
35% |
mean |
0.3976936 |
0.2976936 |
0.1061718 |
0.0769450 |
0.0945420 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.3858003 |
0.2858003 |
0.0567563 |
0.1691674 |
0.1102995 |
0.952 |
615.9235 |
| var slope |
500 |
5% |
mean |
0.1858979 |
0.0858979 |
0.0198288 |
0.0294390 |
0.0082451 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.0984629 |
-0.0015371 |
0.0108029 |
0.0190046 |
0.0003635 |
0.914 |
5149.7580 |
| var slope |
500 |
15% |
mean |
0.3205988 |
0.2205988 |
0.0399893 |
0.0374280 |
0.0500647 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1488060 |
0.0488060 |
0.0188431 |
0.0479278 |
0.0046791 |
0.928 |
2641.1600 |
| var slope |
500 |
25% |
mean |
0.3985075 |
0.2985075 |
0.0560360 |
0.0421551 |
0.0908838 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.2561425 |
0.1561425 |
0.0424407 |
0.1578305 |
0.0492910 |
0.936 |
2381.4195 |
| var slope |
500 |
30% |
mean |
0.4101015 |
0.3101015 |
0.0624760 |
0.0435845 |
0.0980625 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.2990202 |
0.1990202 |
0.0342040 |
0.0855080 |
0.0469207 |
0.924 |
1924.2415 |
| var slope |
500 |
35% |
mean |
0.4102281 |
0.3102281 |
0.0681668 |
0.0450195 |
0.0982682 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.3770306 |
0.2770306 |
0.0441602 |
0.0892416 |
0.0847100 |
0.960 |
1757.6250 |

Leverage, cov = 0.067, var(\(\epsilon\)) = 0.1
| var slope |
100 |
5% |
mean |
0.1655507 |
0.0655507 |
0.0389120 |
0.0842461 |
0.0113943 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.1065690 |
0.0065690 |
0.0161337 |
0.0659198 |
0.0043886 |
0.936 |
483.1440 |
| var slope |
100 |
15% |
mean |
0.2915449 |
0.1915449 |
0.0835279 |
0.0894258 |
0.0446864 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1521573 |
0.0521573 |
0.0236965 |
0.0861829 |
0.0101479 |
0.926 |
328.5790 |
| var slope |
100 |
25% |
mean |
0.3667554 |
0.2667554 |
0.1196504 |
0.0944762 |
0.0800842 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.2356992 |
0.1356992 |
0.0295383 |
0.0888544 |
0.0263094 |
0.940 |
294.7560 |
| var slope |
100 |
30% |
mean |
0.3885303 |
0.2885303 |
0.1351976 |
0.1040308 |
0.0940721 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.3062707 |
0.2062707 |
0.0448193 |
0.1673567 |
0.0705559 |
0.940 |
285.2175 |
| var slope |
100 |
35% |
mean |
0.3874858 |
0.2874858 |
0.1478731 |
0.1078123 |
0.0942716 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.3805224 |
0.2805224 |
0.0617065 |
0.2814735 |
0.1579201 |
0.944 |
277.4800 |
| var slope |
200 |
5% |
mean |
0.1750088 |
0.0750088 |
0.0295104 |
0.0517347 |
0.0083028 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.0994872 |
-0.0005128 |
0.0111400 |
0.0242854 |
0.0005900 |
0.958 |
1194.8800 |
| var slope |
200 |
15% |
mean |
0.3132482 |
0.2132482 |
0.0617696 |
0.0627920 |
0.0494176 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1510958 |
0.0510958 |
0.0202104 |
0.0555507 |
0.0056967 |
0.934 |
717.1060 |
| var slope |
200 |
25% |
mean |
0.3878639 |
0.2878639 |
0.0872238 |
0.0711948 |
0.0879343 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.2435982 |
0.1435982 |
0.0347559 |
0.1545022 |
0.0444914 |
0.914 |
639.3370 |
| var slope |
200 |
30% |
mean |
0.4034327 |
0.3034327 |
0.0975540 |
0.0738102 |
0.0975193 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.3012871 |
0.2012871 |
0.0416206 |
0.1509052 |
0.0632889 |
0.944 |
622.8405 |
| var slope |
200 |
35% |
mean |
0.3978830 |
0.2978830 |
0.1060888 |
0.0764329 |
0.0945762 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.3726778 |
0.2726778 |
0.0508370 |
0.2432244 |
0.1335113 |
0.932 |
609.3380 |
| var slope |
500 |
5% |
mean |
0.1856201 |
0.0856201 |
0.0197174 |
0.0299427 |
0.0082274 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.0991184 |
-0.0008816 |
0.0116366 |
0.0270854 |
0.0007344 |
0.928 |
4697.9875 |
| var slope |
500 |
15% |
mean |
0.3204293 |
0.2204293 |
0.0398835 |
0.0377950 |
0.0500175 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1494548 |
0.0494548 |
0.0193265 |
0.0420022 |
0.0042100 |
0.942 |
2541.8210 |
| var slope |
500 |
25% |
mean |
0.3984949 |
0.2984949 |
0.0559486 |
0.0422257 |
0.0908822 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.2461773 |
0.1461773 |
0.0359322 |
0.1294684 |
0.0381299 |
0.942 |
2355.3720 |
| var slope |
500 |
30% |
mean |
0.4098610 |
0.3098610 |
0.0623867 |
0.0435273 |
0.0979085 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.2998969 |
0.1998969 |
0.0397682 |
0.1467840 |
0.0615043 |
0.938 |
2198.3560 |
| var slope |
500 |
35% |
mean |
0.4108665 |
0.3108665 |
0.0681199 |
0.0451990 |
0.0986809 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.4094365 |
0.3094365 |
0.0816112 |
0.2909288 |
0.1803905 |
0.940 |
1870.2815 |

Leverage, cov = -0.067, var(\(\epsilon\)) = 0.5
| var slope |
100 |
5% |
mean |
0.1791204 |
0.0791204 |
0.0532011 |
0.1026702 |
0.0168012 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.1055266 |
0.0055266 |
0.0151119 |
0.0564458 |
0.0032167 |
0.928 |
385.9195 |
| var slope |
100 |
15% |
mean |
0.2968684 |
0.1968684 |
0.1018467 |
0.1117385 |
0.0512427 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1454690 |
0.0454690 |
0.0181093 |
0.0471930 |
0.0042946 |
0.930 |
292.3070 |
| var slope |
100 |
25% |
mean |
0.3668784 |
0.2668784 |
0.1399305 |
0.1206701 |
0.0857854 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.2412503 |
0.1412503 |
0.0344977 |
0.0998382 |
0.0299193 |
0.940 |
264.1260 |
| var slope |
100 |
30% |
mean |
0.3900131 |
0.2900131 |
0.1565673 |
0.1325920 |
0.1016882 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.3080474 |
0.2080474 |
0.0449184 |
0.1996913 |
0.0831603 |
0.938 |
247.5120 |
| var slope |
100 |
35% |
mean |
0.3899665 |
0.2899665 |
0.1704090 |
0.1399073 |
0.1036546 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.4056986 |
0.3056986 |
0.0839049 |
0.4624709 |
0.3073310 |
0.928 |
234.1350 |
| var slope |
200 |
5% |
mean |
0.1799483 |
0.0799483 |
0.0388089 |
0.0627408 |
0.0103281 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.1103201 |
0.0103201 |
0.0201788 |
0.0914354 |
0.0084669 |
0.948 |
1124.0525 |
| var slope |
200 |
15% |
mean |
0.3157018 |
0.2157018 |
0.0745547 |
0.0810261 |
0.0530925 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1498848 |
0.0498848 |
0.0199023 |
0.0434794 |
0.0043790 |
0.944 |
676.2730 |
| var slope |
200 |
25% |
mean |
0.3902636 |
0.2902636 |
0.1019108 |
0.0934134 |
0.0929790 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.2403544 |
0.1403544 |
0.0268191 |
0.0607622 |
0.0233914 |
0.934 |
612.5210 |
| var slope |
200 |
30% |
mean |
0.4044255 |
0.3044255 |
0.1126281 |
0.0951887 |
0.1017358 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.3127807 |
0.2127807 |
0.0449717 |
0.1369949 |
0.0640432 |
0.950 |
579.8880 |
| var slope |
200 |
35% |
mean |
0.3980488 |
0.2980488 |
0.1218005 |
0.0986192 |
0.0985588 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.3914252 |
0.2914252 |
0.0566948 |
0.1617794 |
0.1111012 |
0.928 |
566.5845 |
| var slope |
500 |
5% |
mean |
0.1888807 |
0.0888807 |
0.0254598 |
0.0403597 |
0.0095287 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.1040574 |
0.0040574 |
0.0146255 |
0.0576565 |
0.0033407 |
0.928 |
4579.9300 |
| var slope |
500 |
15% |
mean |
0.3207611 |
0.2207611 |
0.0478675 |
0.0498905 |
0.0512245 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1523687 |
0.0523687 |
0.0230971 |
0.0784237 |
0.0088927 |
0.934 |
2446.6230 |
| var slope |
500 |
25% |
mean |
0.3991556 |
0.2991556 |
0.0650740 |
0.0542212 |
0.0924340 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.2424097 |
0.1424097 |
0.0326020 |
0.0916252 |
0.0286757 |
0.926 |
1856.4030 |
| var slope |
500 |
30% |
mean |
0.4096648 |
0.3096648 |
0.0719301 |
0.0575980 |
0.0992098 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.3073994 |
0.2073994 |
0.0421643 |
0.1693234 |
0.0716849 |
0.950 |
1735.6070 |
| var slope |
500 |
35% |
mean |
0.4083479 |
0.3083479 |
0.0779827 |
0.0577034 |
0.0984081 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.3966802 |
0.2966802 |
0.0579749 |
0.1860699 |
0.1226411 |
0.946 |
1702.0650 |

Leverage, cov = 0, var(\(\epsilon\)) = 0.5
| var slope |
100 |
5% |
mean |
0.1794759 |
0.0794759 |
0.0533068 |
0.1051579 |
0.0173746 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.1026040 |
0.0026040 |
0.0134870 |
0.0461787 |
0.0021393 |
0.920 |
328.5710 |
| var slope |
100 |
15% |
mean |
0.2958145 |
0.1958145 |
0.1018356 |
0.1139007 |
0.0513167 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1443664 |
0.0443664 |
0.0181770 |
0.0716244 |
0.0070984 |
0.938 |
274.1450 |
| var slope |
100 |
25% |
mean |
0.3663869 |
0.2663869 |
0.1399217 |
0.1215711 |
0.0857415 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.2287868 |
0.1287868 |
0.0292261 |
0.0797816 |
0.0229512 |
0.938 |
255.7560 |
| var slope |
100 |
30% |
mean |
0.3892489 |
0.2892489 |
0.1565405 |
0.1331718 |
0.1013996 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.3099653 |
0.2099653 |
0.0537406 |
0.2022671 |
0.0849974 |
0.944 |
248.5135 |
| var slope |
100 |
35% |
mean |
0.3906057 |
0.2906057 |
0.1705618 |
0.1401419 |
0.1040914 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.3444161 |
0.2444161 |
0.0358800 |
0.1028570 |
0.0703188 |
0.920 |
235.0465 |
| var slope |
200 |
5% |
mean |
0.1801386 |
0.0801386 |
0.0388316 |
0.0647877 |
0.0106196 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.0982770 |
-0.0017230 |
0.0100897 |
0.0164737 |
0.0002744 |
0.928 |
992.8990 |
| var slope |
200 |
15% |
mean |
0.3158615 |
0.2158615 |
0.0745595 |
0.0819235 |
0.0533076 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1486967 |
0.0486967 |
0.0201927 |
0.0612692 |
0.0061253 |
0.930 |
624.6940 |
| var slope |
200 |
25% |
mean |
0.3900460 |
0.2900460 |
0.1018823 |
0.0934991 |
0.0928688 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.3273593 |
0.2273593 |
0.1051682 |
1.5975584 |
2.6038851 |
0.956 |
592.9440 |
| var slope |
200 |
30% |
mean |
0.4037670 |
0.3037670 |
0.1125811 |
0.0954187 |
0.1013791 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.3019477 |
0.2019477 |
0.0425679 |
0.1332704 |
0.0585439 |
0.918 |
584.7580 |
| var slope |
200 |
35% |
mean |
0.3990609 |
0.2990609 |
0.1218929 |
0.0981478 |
0.0990704 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.3701768 |
0.2701768 |
0.0504185 |
0.1601910 |
0.0986567 |
0.924 |
574.2180 |
| var slope |
500 |
5% |
mean |
0.1888223 |
0.0888223 |
0.0254414 |
0.0411078 |
0.0095793 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.0998992 |
-0.0001008 |
0.0123858 |
0.0249553 |
0.0006228 |
0.948 |
3478.9985 |
| var slope |
500 |
15% |
mean |
0.3204560 |
0.2204560 |
0.0478403 |
0.0504081 |
0.0511418 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1486587 |
0.0486587 |
0.0216280 |
0.0662034 |
0.0067506 |
0.946 |
2412.6510 |
| var slope |
500 |
25% |
mean |
0.3992168 |
0.2992168 |
0.0650702 |
0.0544401 |
0.0924944 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.2378523 |
0.1378523 |
0.0318944 |
0.1269442 |
0.0351181 |
0.942 |
1930.7180 |
| var slope |
500 |
30% |
mean |
0.4094518 |
0.3094518 |
0.0719192 |
0.0579023 |
0.0991131 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.2990205 |
0.1990205 |
0.0394562 |
0.0937181 |
0.0483922 |
0.948 |
1768.0290 |
| var slope |
500 |
35% |
mean |
0.4089065 |
0.3089065 |
0.0780082 |
0.0580894 |
0.0987976 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.4229353 |
0.3229353 |
0.0957690 |
0.6672525 |
0.5495131 |
0.938 |
1708.2500 |

Leverage, cov = -0.067, var(\(\epsilon\)) = 0.5
| var slope |
100 |
5% |
mean |
0.1794940 |
0.0794940 |
0.0532682 |
0.1070709 |
0.0177835 |
NA |
NA |
| var slope |
100 |
5% |
median |
0.1072403 |
0.0072403 |
0.0176395 |
0.1255924 |
0.0158259 |
0.934 |
335.4500 |
| var slope |
100 |
15% |
mean |
0.2946466 |
0.1946466 |
0.1017379 |
0.1161165 |
0.0513703 |
NA |
NA |
| var slope |
100 |
15% |
median |
0.1495114 |
0.0495114 |
0.0233214 |
0.1596542 |
0.0279408 |
0.938 |
294.5970 |
| var slope |
100 |
25% |
mean |
0.3660706 |
0.2660706 |
0.1398817 |
0.1227143 |
0.0858524 |
NA |
NA |
| var slope |
100 |
25% |
median |
0.2269709 |
0.1269709 |
0.0289241 |
0.0828338 |
0.0229831 |
0.936 |
277.8815 |
| var slope |
100 |
30% |
mean |
0.3882936 |
0.2882936 |
0.1564310 |
0.1338896 |
0.1010396 |
NA |
NA |
| var slope |
100 |
30% |
median |
0.2890641 |
0.1890641 |
0.0395989 |
0.1189628 |
0.0498974 |
0.934 |
272.9310 |
| var slope |
100 |
35% |
mean |
0.3911826 |
0.2911826 |
0.1706547 |
0.1402001 |
0.1044434 |
NA |
NA |
| var slope |
100 |
35% |
median |
0.3496970 |
0.2496970 |
0.0489288 |
0.1545308 |
0.0862283 |
0.930 |
271.6590 |
| var slope |
200 |
5% |
mean |
0.1802318 |
0.0802318 |
0.0388023 |
0.0664733 |
0.0108558 |
NA |
NA |
| var slope |
200 |
5% |
median |
0.1044847 |
0.0044847 |
0.0152135 |
0.0334654 |
0.0011400 |
0.952 |
1025.6735 |
| var slope |
200 |
15% |
mean |
0.3159533 |
0.2159533 |
0.0745199 |
0.0826526 |
0.0534673 |
NA |
NA |
| var slope |
200 |
15% |
median |
0.1481923 |
0.0481923 |
0.0192937 |
0.0443241 |
0.0042871 |
0.930 |
687.6770 |
| var slope |
200 |
25% |
mean |
0.3899378 |
0.2899378 |
0.1018250 |
0.0934765 |
0.0928018 |
NA |
NA |
| var slope |
200 |
25% |
median |
0.2294881 |
0.1294881 |
0.0261260 |
0.0590582 |
0.0202550 |
0.916 |
635.2515 |
| var slope |
200 |
30% |
mean |
0.4030652 |
0.3030652 |
0.1124949 |
0.0955241 |
0.1009733 |
NA |
NA |
| var slope |
200 |
30% |
median |
0.2874408 |
0.1874408 |
0.0362089 |
0.0818433 |
0.0418324 |
0.942 |
620.9730 |
| var slope |
200 |
35% |
mean |
0.3984745 |
0.2984745 |
0.1218591 |
0.0980733 |
0.0987054 |
NA |
NA |
| var slope |
200 |
35% |
median |
0.3770062 |
0.2770062 |
0.0685789 |
0.3970351 |
0.2343693 |
0.950 |
611.4370 |
| var slope |
500 |
5% |
mean |
0.1886760 |
0.0886760 |
0.0253972 |
0.0415732 |
0.0095918 |
NA |
NA |
| var slope |
500 |
5% |
median |
0.1060322 |
0.0060322 |
0.0180653 |
0.0757799 |
0.0057790 |
0.940 |
3222.8115 |
| var slope |
500 |
15% |
mean |
0.3202592 |
0.2202592 |
0.0477950 |
0.0509763 |
0.0511127 |
NA |
NA |
| var slope |
500 |
15% |
median |
0.1482530 |
0.0482530 |
0.0227986 |
0.0830972 |
0.0092335 |
0.924 |
2558.6240 |
| var slope |
500 |
25% |
mean |
0.3992271 |
0.2992271 |
0.0650401 |
0.0546402 |
0.0925224 |
NA |
NA |
| var slope |
500 |
25% |
median |
0.2366489 |
0.1366489 |
0.0338903 |
0.0991742 |
0.0285084 |
0.938 |
2043.3250 |
| var slope |
500 |
30% |
mean |
0.4092332 |
0.3092332 |
0.0718846 |
0.0582217 |
0.0990150 |
NA |
NA |
| var slope |
500 |
30% |
median |
0.2915508 |
0.1915508 |
0.0396433 |
0.1019957 |
0.0470948 |
0.952 |
1972.7770 |
| var slope |
500 |
35% |
mean |
0.4094454 |
0.3094454 |
0.0780111 |
0.0584429 |
0.0991720 |
NA |
NA |
| var slope |
500 |
35% |
median |
0.3728483 |
0.2728483 |
0.0588031 |
0.1894251 |
0.1103281 |
0.934 |
1834.3320 |
